Final Check

Dataset statistics

Number of variables	183
Number of observations	314
Missing cells	225
Missing cells (%)	0.4%
Total size in memory	408.4 KiB
Average record size in memory	1.3 KiB

Variable types

Numeric	177
Text	6

Alerts

`discussion` has constant value ""	Constant
`Please share any comments or suggestions related to this issue. Thank You` has 225 (71.7%) missing values	Missing
`Gender` has 178 (56.7%) zeros	Zeros
`Level of Study` has 28 (8.9%) zeros	Zeros
`Field of study` has 217 (69.1%) zeros	Zeros
`Household Income` has 158 (50.3%) zeros	Zeros
`Learning Objects [Book]` has 15 (4.8%) zeros	Zeros
`Learning Objects [Educational game]` has 16 (5.1%) zeros	Zeros
`Learning Objects [Audio-recorded lecture]` has 16 (5.1%) zeros	Zeros
`Learning Objects [Animated instruction]` has 5 (1.6%) zeros	Zeros
`Learning Objects [Real object model]` has 8 (2.5%) zeros	Zeros
`Learning Objects [Mind Map]` has 11 (3.5%) zeros	Zeros
`Learning Objects [Multimedia content]` has 7 (2.2%) zeros	Zeros
`Learning Objects [Interactive Tool]` has 6 (1.9%) zeros	Zeros
`Learning Objects [Technology-supported learning include computer-based training systems]` has 7 (2.2%) zeros	Zeros
`Learning Objects [Intelligent computer-aided instruction systems]` has 7 (2.2%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Live Lecture]` has 6 (1.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Pre-Recorded Lecture]` has 6 (1.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Pre-Recorded Slide Lecture]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Guided Learning (Hands on)]` has 6 (1.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Written assignment]` has 138 (43.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Digital Lab Experiments]` has 14 (4.5%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Live Group Discussions]` has 10 (3.2%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Forum]` has 22 (7.0%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Case Study]` has 140 (44.6%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Games]` has 14 (4.5%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Journaling]` has 26 (8.3%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [YouTube Video]` has 8 (2.5%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Video based feedback]` has 11 (3.5%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Live Chat]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Brainstorming]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Online Debate]` has 39 (12.4%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Blog Writing]` has 46 (14.6%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Problem Based Learning]` has 11 (3.5%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Internet Research]` has 7 (2.2%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Invited Guest Online Lecture]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Virtual Field Trip]` has 10 (3.2%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Exit tickets (End Class Feedback)]` has 21 (6.7%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Learning Reflection]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Online Exercise/Practice]` has 6 (1.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Procedural Demonstration (Perform a given action)]` has 13 (4.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Concept Mapping]` has 12 (3.8%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Document Analysis]` has 16 (5.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Debugging]` has 15 (4.8%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Review (Article, Play, Movie, Audio, Book, etc.)]` has 16 (5.1%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Real Time Online Exam]` has 150 (47.8%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Individual Project/Assignment]` has 86 (27.4%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Group Project/Assignment]` has 105 (33.4%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Online Quiz/Test - MCQ]` has 53 (16.9%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Online Quiz/Test - Essay]` has 139 (44.3%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Online Quiz/Test - Open Book]` has 49 (15.6%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Peer Review Assessment Live Presentation]` has 111 (35.4%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Recorded Presentation]` has 83 (26.4%) zeros	Zeros
`6. Online Instructional Strategies/Assessment [Portfolio]` has 148 (47.1%) zeros	Zeros
`Are you familiar with the term learning style before this survey?` has 76 (24.2%) zeros	Zeros
`Are you aware what your learning style is?` has 73 (23.2%) zeros	Zeros
`Do you think knowing your own learning style is important in improving your learning ability?` has 5 (1.6%) zeros	Zeros
`1. When operating new equipment for the first time I prefer to` has 49 (15.6%) zeros	Zeros
`2. When seeking travel directions I` has 81 (25.8%) zeros	Zeros
`3. When cooking a new dish I` has 25 (8.0%) zeros	Zeros
`4. To teach someone something I` has 146 (46.5%) zeros	Zeros
`5. I tend to say` has 39 (12.4%) zeros	Zeros
`6. I tend to say` has 133 (42.4%) zeros	Zeros
`7. I tend to say` has 129 (41.1%) zeros	Zeros
`8. Complaining about faulty goods I tend to` has 109 (34.7%) zeros	Zeros
`9. I prefer these leisure activities` has 35 (11.1%) zeros	Zeros
`10. When shopping generally I tend to` has 12 (3.8%) zeros	Zeros
`11. Choosing a holiday I` has 96 (30.6%) zeros	Zeros
`12. Choosing a new car I` has 55 (17.5%) zeros	Zeros
`13. Learning a new skill` has 157 (50.0%) zeros	Zeros
`14. Choosing from a restaurant menu` has 162 (51.6%) zeros	Zeros
`15. When listening to a band` has 113 (36.0%) zeros	Zeros
`16. When concentrating I` has 105 (33.4%) zeros	Zeros
`17. I remember things best by` has 123 (39.2%) zeros	Zeros
`18. My first memory is of` has 42 (13.4%) zeros	Zeros
`19. When anxious I` has 70 (22.3%) zeros	Zeros
`20. I feel especially connected to others because of` has 23 (7.3%) zeros	Zeros
`21. When I revise for an exam, I` has 131 (41.7%) zeros	Zeros
`22. When explaining something to someone, I tend to` has 60 (19.1%) zeros	Zeros
`23. My main interests are` has 128 (40.8%) zeros	Zeros
`24. Most of my free time is spent` has 107 (34.1%) zeros	Zeros
`25. When I first contact a new person` has 63 (20.1%) zeros	Zeros
`26. I first notice how people` has 175 (55.7%) zeros	Zeros
`27. If I am very angry` has 239 (76.1%) zeros	Zeros
`28. I find it easiest to remember` has 162 (51.6%) zeros	Zeros
`29. I think I can tell someone is lying because` has 210 (66.9%) zeros	Zeros
`30. When I'm meeting with an old friend` has 143 (45.5%) zeros	Zeros
`Dominant_VAK` has 58 (18.5%) zeros	Zeros
`Synchronous Online Learning (Real Time)_learnmode` has 173 (55.1%) zeros	Zeros
`Face to Face_learnmode` has 99 (31.5%) zeros	Zeros
`Asynchronous Online Learning (On your own time)_learnmode` has 176 (56.1%) zeros	Zeros
`Facebook_prefsocmed` has 214 (68.2%) zeros	Zeros
`Google Meet_prefsocmed` has 312 (99.4%) zeros	Zeros
`Google meet _prefsocmed` has 313 (99.7%) zeros	Zeros
`Discord_prefsocmed` has 313 (99.7%) zeros	Zeros
`Youtube_prefsocmed` has 64 (20.4%) zeros	Zeros
`Google Classroom_prefsocmed` has 309 (98.4%) zeros	Zeros
`WhatsApp_prefsocmed` has 313 (99.7%) zeros	Zeros
`Microsoft Teams_prefsocmed` has 313 (99.7%) zeros	Zeros
`Msteam_prefsocmed` has 313 (99.7%) zeros	Zeros
`Instagram_prefsocmed` has 149 (47.5%) zeros	Zeros
`Forums_prefsocmed` has 313 (99.7%) zeros	Zeros
`YouTube _prefsocmed` has 313 (99.7%) zeros	Zeros
`Whatapp_prefsocmed` has 313 (99.7%) zeros	Zeros
`LinkedIn_prefsocmed` has 313 (99.7%) zeros	Zeros
`zoom_prefsocmed` has 311 (99.0%) zeros	Zeros
`Webex_prefsocmed` has 313 (99.7%) zeros	Zeros
`Microsoft Team_prefsocmed` has 312 (99.4%) zeros	Zeros
`Telegram_prefsocmed` has 311 (99.0%) zeros	Zeros
`Reddit_prefsocmed` has 312 (99.4%) zeros	Zeros
`Google Classroom _prefsocmed` has 313 (99.7%) zeros	Zeros
`Tiktok_prefsocmed` has 313 (99.7%) zeros	Zeros
`google meet_prefsocmed` has 313 (99.7%) zeros	Zeros
`Twitter_prefsocmed` has 225 (71.7%) zeros	Zeros
`Google classroom_prefsocmed` has 313 (99.7%) zeros	Zeros
`Telegram and Google Classroom_prefsocmed` has 313 (99.7%) zeros	Zeros
`Blogger/Wordpress_prefsocmed` has 294 (93.6%) zeros	Zeros
`TIKTOK_prefsocmed` has 313 (99.7%) zeros	Zeros
`Call_prefcomm` has 272 (86.6%) zeros	Zeros
`Google Classroom _prefcomm` has 313 (99.7%) zeros	Zeros
`MS Team_prefcomm` has 313 (99.7%) zeros	Zeros
`Google Meet_prefcomm` has 311 (99.0%) zeros	Zeros
`Google meet_prefcomm` has 312 (99.4%) zeros	Zeros
`Whatsapp_prefcomm` has 33 (10.5%) zeros	Zeros
`Google meet _prefcomm` has 313 (99.7%) zeros	Zeros
`Discord_prefcomm` has 311 (99.0%) zeros	Zeros
`University eLearning Chat Room_prefcomm` has 238 (75.8%) zeros	Zeros
`Google Classroom_prefcomm` has 312 (99.4%) zeros	Zeros
`Kaizala_prefcomm` has 313 (99.7%) zeros	Zeros
`Zoom_prefcomm` has 312 (99.4%) zeros	Zeros
`Cisco Webex_prefcomm` has 312 (99.4%) zeros	Zeros
`Google Meet _prefcomm` has 313 (99.7%) zeros	Zeros
`Microsoft Teams_prefcomm` has 312 (99.4%) zeros	Zeros
`Telegram_prefcomm` has 148 (47.1%) zeros	Zeros
`Email_prefcomm` has 153 (48.7%) zeros	Zeros
`telegram_prefcomm` has 313 (99.7%) zeros	Zeros
`no actual study space at home so have to study on the bed_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Time Management_onlinelearningdifficulties` has 157 (50.0%) zeros	Zeros
`I've always had a terrible attention span even in f2f classes_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Computer Literacy_onlinelearningdifficulties` has 263 (83.8%) zeros	Zeros
`External factors_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`ie: family conflicts_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Technical Issues_onlinelearningdifficulties` has 138 (43.9%) zeros	Zeros
`No_onlinelearningdifficulties` has 309 (98.4%) zeros	Zeros
`Quality of Material_onlinelearningdifficulties` has 226 (72.0%) zeros	Zeros
`Not enough data _onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Accessibility_onlinelearningdifficulties` has 228 (72.6%) zeros	Zeros
`its just that there is no feeling T_T_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`I cannot study well using online_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Adaptability_onlinelearningdifficulties` has 226 (72.0%) zeros	Zeros
`Focus/Commitment_onlinelearningdifficulties` has 116 (36.9%) zeros	Zeros
`Self-Motivation_onlinelearningdifficulties` has 102 (32.5%) zeros	Zeros
`Cost_onlinelearningdifficulties` has 225 (71.7%) zeros	Zeros
`Health Issues_onlinelearningdifficulties` has 289 (92.0%) zeros	Zeros
`University lack of student well-being management_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Line connection_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Not sure_onlinelearningdifficulties` has 312 (99.4%) zeros	Zeros
`Cost/Focus/Commitment_onlinelearningdifficulties` has 250 (79.6%) zeros	Zeros
`None_onlinelearningdifficulties` has 313 (99.7%) zeros	Zeros
`Engagement_onlinelearningdifficulties` has 186 (59.2%) zeros	Zeros
`youtube` has 170 (54.1%) zeros	Zeros
`live` has 180 (57.3%) zeros	Zeros
`debugging` has 303 (96.5%) zeros	Zeros
`problem based learning` has 310 (98.7%) zeros	Zeros
`recorded` has 282 (89.8%) zeros	Zeros
`case study` has 313 (99.7%) zeros	Zeros
`demo` has 290 (92.4%) zeros	Zeros
`simulation` has 311 (99.0%) zeros	Zeros
`guided` has 307 (97.8%) zeros	Zeros
`discussion` has 314 (100.0%) zeros	Zeros
`forum` has 312 (99.4%) zeros	Zeros
`game` has 310 (98.7%) zeros	Zeros
`journaling` has 313 (99.7%) zeros	Zeros
`writing` has 312 (99.4%) zeros	Zeros

Reproduction

Analysis started	2024-01-01 13:26:15.227462
Analysis finished	2024-01-01 13:26:17.481765
Duration	2.25 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

Gender
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4331210191

Minimum	0
Maximum	1
Zeros	178
Zeros (%)	56.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4962979285
Coefficient of variation (CV)	1.145864335
Kurtosis	-1.938819491
Mean	0.4331210191
Median Absolute Deviation (MAD)	0
Skewness	0.271239062
Sum	136
Variance	0.2463116339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	178	56.7%
1	136	43.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	178	56.7%
1	136	43.3%

Value	Count	Frequency (%)
1	136	43.3%
0	178	56.7%

Level of Study
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9426751592

Minimum	0
Maximum	2
Zeros	28
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3436700665
Coefficient of variation (CV)	0.3645689219
Kurtosis	5.051501875
Mean	0.9426751592
Median Absolute Deviation (MAD)	0
Skewness	-0.9175647936
Sum	296
Variance	0.1181091146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	276	87.9%
0	28	8.9%
2	10	3.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28	8.9%
1	276	87.9%
2	10	3.2%

Value	Count	Frequency (%)
2	10	3.2%
1	276	87.9%
0	28	8.9%

Field of study
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.321656051

Minimum	0
Maximum	2
Zeros	217
Zeros (%)	69.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4944184917
Coefficient of variation (CV)	1.537103033
Kurtosis	-0.09940071252
Mean	0.321656051
Median Absolute Deviation (MAD)	0
Skewness	1.083258688
Sum	101
Variance	0.2444496449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	217	69.1%
1	93	29.6%
2	4	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	217	69.1%
1	93	29.6%
2	4	1.3%

Value	Count	Frequency (%)
2	4	1.3%
1	93	29.6%
0	217	69.1%

Institutions
Text

Distinct	90
Distinct (%)	28.7%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

Length

Max length	52
Median length	42
Mean length	15.3343949
Min length	2

Characters and Unicode

Total characters	4815
Distinct characters	53
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62 ?
Unique (%)	19.7%

Sample

1st row	Um
2nd row	UM
3rd row	UM
4th row	Education
5th row	University of Malaya

Value	Count	Frequency (%)
university	134	18.7%
malaya	130	18.2%
of	86	12.0%
uitm	78	10.9%
universiti	39	5.4%
um	31	4.3%
shah	19	2.7%
alam	19	2.7%
asia	14	2.0%
pacific	14	2.0%
Other values (58)	152	21.2%

Most occurring characters

Value	Count	Frequency (%)
a	559	11.6%
i	535	11.1%
	431	9.0%
U	301	6.3%
y	270	5.6%
M	253	5.3%
n	250	5.2%
t	229	4.8%
e	227	4.7%
s	219	4.5%
Other values (43)	1541	32.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3352	69.6%
Uppercase Letter	1015	21.1%
Space Separator	431	9.0%
Close Punctuation	6	0.1%
Open Punctuation	6	0.1%
Decimal Number	4	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	559	16.7%
i	535	16.0%
y	270	8.1%
n	250	7.5%
t	229	6.8%
e	227	6.8%
s	219	6.5%
l	203	6.1%
r	200	6.0%
v	166	5.0%
Other values (13)	494	14.7%

Uppercase Letter

Value	Count	Frequency (%)
U	301	29.7%
M	253	24.9%
I	94	9.3%
T	92	9.1%
A	76	7.5%
S	33	3.3%
P	28	2.8%
N	20	2.0%
E	15	1.5%
B	13	1.3%
Other values (12)	90	8.9%

Decimal Number

Value	Count	Frequency (%)
1	1	25.0%
9	1	25.0%
0	1	25.0%
5	1	25.0%

Space Separator

Value	Count	Frequency (%)
	431	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4367	90.7%
Common	448	9.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	559	12.8%
i	535	12.3%
U	301	6.9%
y	270	6.2%
M	253	5.8%
n	250	5.7%
t	229	5.2%
e	227	5.2%
s	219	5.0%
l	203	4.6%
Other values (35)	1321	30.2%

Common

Value	Count	Frequency (%)
	431	96.2%
)	6	1.3%
(	6	1.3%
1	1	0.2%
9	1	0.2%
0	1	0.2%
5	1	0.2%
,	1	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4815	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	559	11.6%
i	535	11.1%
	431	9.0%
U	301	6.3%
y	270	5.6%
M	253	5.3%
n	250	5.2%
t	229	4.8%
e	227	4.7%
s	219	4.5%
Other values (43)	1541	32.0%

Country
Text

Distinct	34
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

Length

Max length	11
Median length	8
Mean length	7.984076433
Min length	2

Characters and Unicode

Total characters	2507
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	6.1%

Sample

1st row	Malaysia
2nd row	Malaysia
3rd row	Malaysia
4th row	Malaysia
5th row	Shah Alam

Value	Count	Frequency (%)
malaysia	270	85.7%
selangor	7	2.2%
bangladesh	5	1.6%
kedah	4	1.3%
johor	4	1.3%
china	3	1.0%
kelantan	3	1.0%
india	2	0.6%
indonesia	2	0.6%
terengganu	2	0.6%
Other values (12)	13	4.1%

Most occurring characters

Value	Count	Frequency (%)
a	815	32.5%
l	273	10.9%
s	269	10.7%
i	266	10.6%
M	263	10.5%
y	259	10.3%
A	45	1.8%
	42	1.7%
n	33	1.3%
e	28	1.1%
Other values (28)	214	8.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2056	82.0%
Uppercase Letter	408	16.3%
Space Separator	42	1.7%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	815	39.6%
l	273	13.3%
s	269	13.1%
i	266	12.9%
y	259	12.6%
n	33	1.6%
e	28	1.4%
g	20	1.0%
h	19	0.9%
o	18	0.9%
Other values (9)	56	2.7%

Uppercase Letter

Value	Count	Frequency (%)
M	263	64.5%
A	45	11.0%
S	21	5.1%
I	18	4.4%
Y	15	3.7%
L	14	3.4%
K	7	1.7%
B	5	1.2%
J	4	1.0%
N	4	1.0%
Other values (7)	12	2.9%

Space Separator

Value	Count	Frequency (%)
	42	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2464	98.3%
Common	43	1.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	815	33.1%
l	273	11.1%
s	269	10.9%
i	266	10.8%
M	263	10.7%
y	259	10.5%
A	45	1.8%
n	33	1.3%
e	28	1.1%
S	21	0.9%
Other values (26)	192	7.8%

Common

Value	Count	Frequency (%)
	42	97.7%
'	1	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2507	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	815	32.5%
l	273	10.9%
s	269	10.7%
i	266	10.6%
M	263	10.5%
y	259	10.3%
A	45	1.8%
	42	1.7%
n	33	1.3%
e	28	1.1%
Other values (28)	214	8.5%

Household Income
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8503184713

Minimum	0
Maximum	2
Zeros	158
Zeros (%)	50.3%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9148490477
Coefficient of variation (CV)	1.075889891
Kurtosis	-1.743228467
Mean	0.8503184713
Median Absolute Deviation (MAD)	0
Skewness	0.30103888
Sum	267
Variance	0.83694878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	158	50.3%
2	111	35.4%
1	45	14.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	158	50.3%
1	45	14.3%
2	111	35.4%

Value	Count	Frequency (%)
2	111	35.4%
1	45	14.3%
0	158	50.3%

Learning Objects [Slide presentation]
Real number (ℝ)

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.312101911

Minimum	0
Maximum	4
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8598499251
Coefficient of variation (CV)	0.2596085351
Kurtosis	1.359784163
Mean	3.312101911
Median Absolute Deviation (MAD)	0
Skewness	-1.316145094
Sum	1040
Variance	0.7393418937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	159	50.6%
3	114	36.3%
2	22	7.0%
1	18	5.7%
0	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1	18	5.7%
2	22	7.0%
3	114	36.3%
4	159	50.6%

Value	Count	Frequency (%)
4	159	50.6%
3	114	36.3%
2	22	7.0%
1	18	5.7%
0	1	0.3%

Learning Objects [Book]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.525477707

Minimum	0
Maximum	4
Zeros	15
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.136521483
Coefficient of variation (CV)	0.4500223778
Kurtosis	-0.6508718054
Mean	2.525477707
Median Absolute Deviation (MAD)	1
Skewness	-0.5429829948
Sum	793
Variance	1.291681081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	133	42.4%
4	60	19.1%
1	58	18.5%
2	48	15.3%
0	15	4.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	4.8%
1	58	18.5%
2	48	15.3%
3	133	42.4%
4	60	19.1%

Value	Count	Frequency (%)
4	60	19.1%
3	133	42.4%
2	48	15.3%
1	58	18.5%
0	15	4.8%

Learning Objects [Lecture Note]
Real number (ℝ)

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.49044586

Minimum	1
Maximum	4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	3
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.742311685
Coefficient of variation (CV)	0.2126695886
Kurtosis	1.684739831
Mean	3.49044586
Median Absolute Deviation (MAD)	0
Skewness	-1.452742196
Sum	1096
Variance	0.5510266376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
4	193	61.5%
3	90	28.7%
2	23	7.3%
1	8	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	8	2.5%
2	23	7.3%
3	90	28.7%
4	193	61.5%

Value	Count	Frequency (%)
4	193	61.5%
3	90	28.7%
2	23	7.3%
1	8	2.5%

Learning Objects [Educational game]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.812101911

Minimum	0
Maximum	4
Zeros	16
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.171975766
Coefficient of variation (CV)	0.4167614843
Kurtosis	-0.3066523462
Mean	2.812101911
Median Absolute Deviation (MAD)	1
Skewness	-0.756186521
Sum	883
Variance	1.373527197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	113	36.0%
3	91	29.0%
2	64	20.4%
1	30	9.6%
0	16	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	5.1%
1	30	9.6%
2	64	20.4%
3	91	29.0%
4	113	36.0%

Value	Count	Frequency (%)
4	113	36.0%
3	91	29.0%
2	64	20.4%
1	30	9.6%
0	16	5.1%

Learning Objects [Video]
Real number (ℝ)

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.347133758

Minimum	0
Maximum	4
Zeros	3
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8056557672
Coefficient of variation (CV)	0.2407002007
Kurtosis	2.133530105
Mean	3.347133758
Median Absolute Deviation (MAD)	0
Skewness	-1.338619513
Sum	1051
Variance	0.6490812153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	161	51.3%
3	112	35.7%
2	33	10.5%
1	5	1.6%
0	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	1.0%
1	5	1.6%
2	33	10.5%
3	112	35.7%
4	161	51.3%

Value	Count	Frequency (%)
4	161	51.3%
3	112	35.7%
2	33	10.5%
1	5	1.6%
0	3	1.0%

Learning Objects [Audio-recorded lecture]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.761146497

Minimum	0
Maximum	4
Zeros	16
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.197822822
Coefficient of variation (CV)	0.4338135709
Kurtosis	-0.4969685627
Mean	2.761146497
Median Absolute Deviation (MAD)	1
Skewness	-0.7201580745
Sum	867
Variance	1.434779512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	106	33.8%
3	101	32.2%
2	49	15.6%
1	42	13.4%
0	16	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	5.1%
1	42	13.4%
2	49	15.6%
3	101	32.2%
4	106	33.8%

Value	Count	Frequency (%)
4	106	33.8%
3	101	32.2%
2	49	15.6%
1	42	13.4%
0	16	5.1%

Learning Objects [Animated instruction]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3

Minimum	0
Maximum	4
Zeros	5
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.011120278
Coefficient of variation (CV)	0.3370400928
Kurtosis	0.06190396596
Mean	3
Median Absolute Deviation (MAD)	1
Skewness	-0.8584822842
Sum	942
Variance	1.022364217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	119	37.9%
3	112	35.7%
2	52	16.6%
1	26	8.3%
0	5	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	1.6%
1	26	8.3%
2	52	16.6%
3	112	35.7%
4	119	37.9%

Value	Count	Frequency (%)
4	119	37.9%
3	112	35.7%
2	52	16.6%
1	26	8.3%
0	5	1.6%

Learning Objects [Real object model]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.984076433

Minimum	0
Maximum	4
Zeros	8
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.046705439
Coefficient of variation (CV)	0.3507636155
Kurtosis	0.1883567365
Mean	2.984076433
Median Absolute Deviation (MAD)	1
Skewness	-0.9101831305
Sum	937
Variance	1.095592275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	121	38.5%
3	107	34.1%
2	54	17.2%
1	24	7.6%
0	8	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	2.5%
1	24	7.6%
2	54	17.2%
3	107	34.1%
4	121	38.5%

Value	Count	Frequency (%)
4	121	38.5%
3	107	34.1%
2	54	17.2%
1	24	7.6%
0	8	2.5%

Learning Objects [Mind Map]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.792993631

Minimum	0
Maximum	4
Zeros	11
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.115594636
Coefficient of variation (CV)	0.3994261298
Kurtosis	-0.3574577229
Mean	2.792993631
Median Absolute Deviation (MAD)	1
Skewness	-0.6815563112
Sum	877
Variance	1.244551393
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	104	33.1%
4	101	32.2%
2	63	20.1%
1	35	11.1%
0	11	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	3.5%
1	35	11.1%
2	63	20.1%
3	104	33.1%
4	101	32.2%

Value	Count	Frequency (%)
4	101	32.2%
3	104	33.1%
2	63	20.1%
1	35	11.1%
0	11	3.5%

Learning Objects [Multimedia content]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.133757962

Minimum	0
Maximum	4
Zeros	7
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9328614908
Coefficient of variation (CV)	0.2976814107
Kurtosis	1.535842475
Mean	3.133757962
Median Absolute Deviation (MAD)	1
Skewness	-1.220119134
Sum	984
Variance	0.870230561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	128	40.8%
4	127	40.4%
2	40	12.7%
1	12	3.8%
0	7	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	2.2%
1	12	3.8%
2	40	12.7%
3	128	40.8%
4	127	40.4%

Value	Count	Frequency (%)
4	127	40.4%
3	128	40.8%
2	40	12.7%
1	12	3.8%
0	7	2.2%

Learning Objects [Interactive Tool]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.165605096

Minimum	0
Maximum	4
Zeros	6
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9615425158
Coefficient of variation (CV)	0.3037468309
Kurtosis	1.02056205
Mean	3.165605096
Median Absolute Deviation (MAD)	1
Skewness	-1.161713638
Sum	994
Variance	0.9245640097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	143	45.5%
3	106	33.8%
2	45	14.3%
1	14	4.5%
0	6	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	1.9%
1	14	4.5%
2	45	14.3%
3	106	33.8%
4	143	45.5%

Value	Count	Frequency (%)
4	143	45.5%
3	106	33.8%
2	45	14.3%
1	14	4.5%
0	6	1.9%

Learning Objects [Technology-supported learning include computer-based training systems]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.146496815

Minimum	0
Maximum	4
Zeros	7
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.967954839
Coefficient of variation (CV)	0.3076293719
Kurtosis	1.109013957
Mean	3.146496815
Median Absolute Deviation (MAD)	1
Skewness	-1.169531157
Sum	988
Variance	0.9369365703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	139	44.3%
3	109	34.7%
2	46	14.6%
1	13	4.1%
0	7	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	2.2%
1	13	4.1%
2	46	14.6%
3	109	34.7%
4	139	44.3%

Value	Count	Frequency (%)
4	139	44.3%
3	109	34.7%
2	46	14.6%
1	13	4.1%
0	7	2.2%

Learning Objects [Intelligent computer-aided instruction systems]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.121019108

Minimum	0
Maximum	4
Zeros	7
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9515436826
Coefficient of variation (CV)	0.3048823636
Kurtosis	1.118278484
Mean	3.121019108
Median Absolute Deviation (MAD)	1
Skewness	-1.117545292
Sum	980
Variance	0.9054353798
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	131	41.7%
3	115	36.6%
2	50	15.9%
1	11	3.5%
0	7	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	2.2%
1	11	3.5%
2	50	15.9%
3	115	36.6%
4	131	41.7%

Value	Count	Frequency (%)
4	131	41.7%
3	115	36.6%
2	50	15.9%
1	11	3.5%
0	7	2.2%

6. Online Instructional Strategies/Assessment [Live Lecture]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.146496815

Minimum	0
Maximum	4
Zeros	6
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.022527637
Coefficient of variation (CV)	0.3249733583
Kurtosis	0.752707013
Mean	3.146496815
Median Absolute Deviation (MAD)	1
Skewness	-1.199436985
Sum	988
Variance	1.045562768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	146	46.5%
3	106	33.8%
2	30	9.6%
1	26	8.3%
0	6	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	1.9%
1	26	8.3%
2	30	9.6%
3	106	33.8%
4	146	46.5%

Value	Count	Frequency (%)
4	146	46.5%
3	106	33.8%
2	30	9.6%
1	26	8.3%
0	6	1.9%

6. Online Instructional Strategies/Assessment [Pre-Recorded Lecture]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.984076433

Minimum	0
Maximum	4
Zeros	6
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.040582876
Coefficient of variation (CV)	0.3487118711
Kurtosis	0.08802420739
Mean	2.984076433
Median Absolute Deviation (MAD)	1
Skewness	-0.9097671845
Sum	937
Variance	1.082812723
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	118	37.6%
3	116	36.9%
2	43	13.7%
1	31	9.9%
0	6	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	1.9%
1	31	9.9%
2	43	13.7%
3	116	36.9%
4	118	37.6%

Value	Count	Frequency (%)
4	118	37.6%
3	116	36.9%
2	43	13.7%
1	31	9.9%
0	6	1.9%

6. Online Instructional Strategies/Assessment [Pre-Recorded Slide Lecture]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.929936306

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.111166958
Coefficient of variation (CV)	0.379246114
Kurtosis	0.2190685623
Mean	2.929936306
Median Absolute Deviation (MAD)	1
Skewness	-0.9718222634
Sum	920
Variance	1.234692009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	117	37.3%
3	111	35.4%
2	46	14.6%
1	27	8.6%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	27	8.6%
2	46	14.6%
3	111	35.4%
4	117	37.3%

Value	Count	Frequency (%)
4	117	37.3%
3	111	35.4%
2	46	14.6%
1	27	8.6%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Demonstration]
Real number (ℝ)

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.423566879

Minimum	0
Maximum	4
Zeros	2
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7966896468
Coefficient of variation (CV)	0.2327074875
Kurtosis	2.439724785
Mean	3.423566879
Median Absolute Deviation (MAD)	0
Skewness	-1.521656386
Sum	1075
Variance	0.6347143933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	180	57.3%
3	99	31.5%
2	25	8.0%
1	8	2.5%
0	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.6%
1	8	2.5%
2	25	8.0%
3	99	31.5%
4	180	57.3%

Value	Count	Frequency (%)
4	180	57.3%
3	99	31.5%
2	25	8.0%
1	8	2.5%
0	2	0.6%

6. Online Instructional Strategies/Assessment [Simulation]
Real number (ℝ)

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.25477707

Minimum	0
Maximum	4
Zeros	3
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8858450856
Coefficient of variation (CV)	0.2721676682
Kurtosis	0.9620127199
Mean	3.25477707
Median Absolute Deviation (MAD)	1
Skewness	-1.132903116
Sum	1022
Variance	0.7847215156
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	154	49.0%
3	102	32.5%
2	45	14.3%
1	10	3.2%
0	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	1.0%
1	10	3.2%
2	45	14.3%
3	102	32.5%
4	154	49.0%

Value	Count	Frequency (%)
4	154	49.0%
3	102	32.5%
2	45	14.3%
1	10	3.2%
0	3	1.0%

6. Online Instructional Strategies/Assessment [Guided Learning (Hands on)]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.331210191

Minimum	0
Maximum	4
Zeros	6
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9000428462
Coefficient of variation (CV)	0.2701849462
Kurtosis	2.582787625
Mean	3.331210191
Median Absolute Deviation (MAD)	0
Skewness	-1.575913868
Sum	1046
Variance	0.810077125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	169	53.8%
3	101	32.2%
2	29	9.2%
1	9	2.9%
0	6	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	1.9%
1	9	2.9%
2	29	9.2%
3	101	32.2%
4	169	53.8%

Value	Count	Frequency (%)
4	169	53.8%
3	101	32.2%
2	29	9.2%
1	9	2.9%
0	6	1.9%

6. Online Instructional Strategies/Assessment [Written assignment]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5605095541

Minimum	0
Maximum	1
Zeros	138
Zeros (%)	43.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4971173082
Coefficient of variation (CV)	0.8869024703
Kurtosis	-1.952450831
Mean	0.5605095541
Median Absolute Deviation (MAD)	0
Skewness	-0.2450022757
Sum	176
Variance	0.2471256181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	176	56.1%
0	138	43.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138	43.9%
1	176	56.1%

Value	Count	Frequency (%)
1	176	56.1%
0	138	43.9%

6. Online Instructional Strategies/Assessment [Digital Lab Experiments]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.738853503

Minimum	0
Maximum	4
Zeros	14
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.102692011
Coefficient of variation (CV)	0.4026108041
Kurtosis	-0.1660279244
Mean	2.738853503
Median Absolute Deviation (MAD)	1
Skewness	-0.6912336356
Sum	860
Variance	1.215929672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	111	35.4%
4	89	28.3%
2	71	22.6%
1	29	9.2%
0	14	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	4.5%
1	29	9.2%
2	71	22.6%
3	111	35.4%
4	89	28.3%

Value	Count	Frequency (%)
4	89	28.3%
3	111	35.4%
2	71	22.6%
1	29	9.2%
0	14	4.5%

6. Online Instructional Strategies/Assessment [Live Group Discussions]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.78343949

Minimum	0
Maximum	4
Zeros	10
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.074350811
Coefficient of variation (CV)	0.3859795821
Kurtosis	-0.1331170354
Mean	2.78343949
Median Absolute Deviation (MAD)	1
Skewness	-0.7573922465
Sum	874
Variance	1.154229666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	129	41.1%
4	87	27.7%
2	51	16.2%
1	37	11.8%
0	10	3.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10	3.2%
1	37	11.8%
2	51	16.2%
3	129	41.1%
4	87	27.7%

Value	Count	Frequency (%)
4	87	27.7%
3	129	41.1%
2	51	16.2%
1	37	11.8%
0	10	3.2%

6. Online Instructional Strategies/Assessment [Forum]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.27388535

Minimum	0
Maximum	4
Zeros	22
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.08496236
Coefficient of variation (CV)	0.4771403095
Kurtosis	-0.507366733
Mean	2.27388535
Median Absolute Deviation (MAD)	1
Skewness	-0.350416927
Sum	714
Variance	1.177143322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	109	34.7%
2	96	30.6%
1	51	16.2%
4	36	11.5%
0	22	7.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22	7.0%
1	51	16.2%
2	96	30.6%
3	109	34.7%
4	36	11.5%

Value	Count	Frequency (%)
4	36	11.5%
3	109	34.7%
2	96	30.6%
1	51	16.2%
0	22	7.0%

6. Online Instructional Strategies/Assessment [Case Study]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5541401274

Minimum	0
Maximum	1
Zeros	140
Zeros (%)	44.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4978535969
Coefficient of variation (CV)	0.8984254565
Kurtosis	-1.964642486
Mean	0.5541401274
Median Absolute Deviation (MAD)	0
Skewness	-0.2188883633
Sum	174
Variance	0.2478582039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	174	55.4%
0	140	44.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	140	44.6%
1	174	55.4%

Value	Count	Frequency (%)
1	174	55.4%
0	140	44.6%

6. Online Instructional Strategies/Assessment [Games]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.824840764

Minimum	0
Maximum	4
Zeros	14
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.143625536
Coefficient of variation (CV)	0.4048460185
Kurtosis	-0.2580538862
Mean	2.824840764
Median Absolute Deviation (MAD)	1
Skewness	-0.7485272343
Sum	887
Variance	1.307879368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	111	35.4%
3	94	29.9%
2	66	21.0%
1	29	9.2%
0	14	4.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	4.5%
1	29	9.2%
2	66	21.0%
3	94	29.9%
4	111	35.4%

Value	Count	Frequency (%)
4	111	35.4%
3	94	29.9%
2	66	21.0%
1	29	9.2%
0	14	4.5%

6. Online Instructional Strategies/Assessment [Journaling]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.168789809

Minimum	0
Maximum	4
Zeros	26
Zeros (%)	8.3%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.11632404
Coefficient of variation (CV)	0.5147220976
Kurtosis	-0.6505457181
Mean	2.168789809
Median Absolute Deviation (MAD)	1
Skewness	-0.1988230359
Sum	681
Variance	1.246179361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2	101	32.2%
3	92	29.3%
1	59	18.8%
4	36	11.5%
0	26	8.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	26	8.3%
1	59	18.8%
2	101	32.2%
3	92	29.3%
4	36	11.5%

Value	Count	Frequency (%)
4	36	11.5%
3	92	29.3%
2	101	32.2%
1	59	18.8%
0	26	8.3%

6. Online Instructional Strategies/Assessment [YouTube Video]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.025477707

Minimum	0
Maximum	4
Zeros	8
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.004456807
Coefficient of variation (CV)	0.3319994078
Kurtosis	0.6553504666
Mean	3.025477707
Median Absolute Deviation (MAD)	1
Skewness	-1.022080061
Sum	950
Variance	1.008933477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	119	37.9%
4	119	37.9%
2	49	15.6%
1	19	6.1%
0	8	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	2.5%
1	19	6.1%
2	49	15.6%
3	119	37.9%
4	119	37.9%

Value	Count	Frequency (%)
4	119	37.9%
3	119	37.9%
2	49	15.6%
1	19	6.1%
0	8	2.5%

6. Online Instructional Strategies/Assessment [Video based feedback]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.611464968

Minimum	0
Maximum	4
Zeros	11
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.027728545
Coefficient of variation (CV)	0.3935448331
Kurtosis	-0.1467726235
Mean	2.611464968
Median Absolute Deviation (MAD)	1
Skewness	-0.5871872776
Sum	820
Variance	1.056225962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	132	42.0%
2	76	24.2%
4	59	18.8%
1	36	11.5%
0	11	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	3.5%
1	36	11.5%
2	76	24.2%
3	132	42.0%
4	59	18.8%

Value	Count	Frequency (%)
4	59	18.8%
3	132	42.0%
2	76	24.2%
1	36	11.5%
0	11	3.5%

6. Online Instructional Strategies/Assessment [Live Chat]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.656050955

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.073725566
Coefficient of variation (CV)	0.4042563883
Kurtosis	-0.1767541182
Mean	2.656050955
Median Absolute Deviation (MAD)	1
Skewness	-0.6672329473
Sum	834
Variance	1.152886592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	131	41.7%
4	69	22.0%
2	64	20.4%
1	37	11.8%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	37	11.8%
2	64	20.4%
3	131	41.7%
4	69	22.0%

Value	Count	Frequency (%)
4	69	22.0%
3	131	41.7%
2	64	20.4%
1	37	11.8%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Brainstorming]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.729299363

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.057440466
Coefficient of variation (CV)	0.3874402639
Kurtosis	0.1049040213
Mean	2.729299363
Median Absolute Deviation (MAD)	1
Skewness	-0.7792078743
Sum	857
Variance	1.118180338
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	135	43.0%
4	75	23.9%
2	61	19.4%
1	30	9.6%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	30	9.6%
2	61	19.4%
3	135	43.0%
4	75	23.9%

Value	Count	Frequency (%)
4	75	23.9%
3	135	43.0%
2	61	19.4%
1	30	9.6%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Online Debate]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.012738854

Minimum	0
Maximum	4
Zeros	39
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.172023515
Coefficient of variation (CV)	0.5823028224
Kurtosis	-0.8121997658
Mean	2.012738854
Median Absolute Deviation (MAD)	1
Skewness	-0.1087112823
Sum	632
Variance	1.37363912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2	97	30.9%
3	82	26.1%
1	64	20.4%
0	39	12.4%
4	32	10.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	39	12.4%
1	64	20.4%
2	97	30.9%
3	82	26.1%
4	32	10.2%

Value	Count	Frequency (%)
4	32	10.2%
3	82	26.1%
2	97	30.9%
1	64	20.4%
0	39	12.4%

6. Online Instructional Strategies/Assessment [Blog Writing]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.907643312

Minimum	0
Maximum	4
Zeros	46
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.175252887
Coefficient of variation (CV)	0.6160758039
Kurtosis	-0.7947360939
Mean	1.907643312
Median Absolute Deviation (MAD)	1
Skewness	-0.02172769226
Sum	599
Variance	1.381219348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
2	104	33.1%
3	70	22.3%
1	65	20.7%
0	46	14.6%
4	29	9.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	46	14.6%
1	65	20.7%
2	104	33.1%
3	70	22.3%
4	29	9.2%

Value	Count	Frequency (%)
4	29	9.2%
3	70	22.3%
2	104	33.1%
1	65	20.7%
0	46	14.6%

6. Online Instructional Strategies/Assessment [Problem Based Learning]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.843949045

Minimum	0
Maximum	4
Zeros	11
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.016404587
Coefficient of variation (CV)	0.3573919825
Kurtosis	0.4009684799
Mean	2.843949045
Median Absolute Deviation (MAD)	1
Skewness	-0.8219747955
Sum	893
Variance	1.033078285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	125	39.8%
4	90	28.7%
2	70	22.3%
1	18	5.7%
0	11	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	3.5%
1	18	5.7%
2	70	22.3%
3	125	39.8%
4	90	28.7%

Value	Count	Frequency (%)
4	90	28.7%
3	125	39.8%
2	70	22.3%
1	18	5.7%
0	11	3.5%

6. Online Instructional Strategies/Assessment [Internet Research]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.914012739

Minimum	0
Maximum	4
Zeros	7
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9898499966
Coefficient of variation (CV)	0.3396862283
Kurtosis	0.3905204467
Mean	2.914012739
Median Absolute Deviation (MAD)	1
Skewness	-0.8808384314
Sum	915
Variance	0.9798030158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	136	43.3%
4	95	30.3%
2	51	16.2%
1	25	8.0%
0	7	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	2.2%
1	25	8.0%
2	51	16.2%
3	136	43.3%
4	95	30.3%

Value	Count	Frequency (%)
4	95	30.3%
3	136	43.3%
2	51	16.2%
1	25	8.0%
0	7	2.2%

6. Online Instructional Strategies/Assessment [Invited Guest Online Lecture]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.477707006

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.024217849
Coefficient of variation (CV)	0.4133732705
Kurtosis	-0.2469067748
Mean	2.477707006
Median Absolute Deviation (MAD)	1
Skewness	-0.5230742647
Sum	778
Variance	1.049022201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	133	42.4%
2	82	26.1%
4	43	13.7%
1	43	13.7%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	43	13.7%
2	82	26.1%
3	133	42.4%
4	43	13.7%

Value	Count	Frequency (%)
4	43	13.7%
3	133	42.4%
2	82	26.1%
1	43	13.7%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Virtual Field Trip]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.73566879

Minimum	0
Maximum	4
Zeros	10
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.071054703
Coefficient of variation (CV)	0.3915147577
Kurtosis	-0.3036081142
Mean	2.73566879
Median Absolute Deviation (MAD)	1
Skewness	-0.6031237242
Sum	859
Variance	1.147158177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	112	35.7%
4	86	27.4%
2	73	23.2%
1	33	10.5%
0	10	3.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10	3.2%
1	33	10.5%
2	73	23.2%
3	112	35.7%
4	86	27.4%

Value	Count	Frequency (%)
4	86	27.4%
3	112	35.7%
2	73	23.2%
1	33	10.5%
0	10	3.2%

6. Online Instructional Strategies/Assessment [Exit tickets (End Class Feedback)]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.404458599

Minimum	0
Maximum	4
Zeros	21
Zeros (%)	6.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.09840686
Coefficient of variation (CV)	0.4568208661
Kurtosis	-0.3719236825
Mean	2.404458599
Median Absolute Deviation (MAD)	1
Skewness	-0.4464045065
Sum	755
Variance	1.206497629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	110	35.0%
2	95	30.3%
4	49	15.6%
1	39	12.4%
0	21	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21	6.7%
1	39	12.4%
2	95	30.3%
3	110	35.0%
4	49	15.6%

Value	Count	Frequency (%)
4	49	15.6%
3	110	35.0%
2	95	30.3%
1	39	12.4%
0	21	6.7%

6. Online Instructional Strategies/Assessment [Learning Reflection]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.544585987

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.038978049
Coefficient of variation (CV)	0.408309271
Kurtosis	-0.2071809653
Mean	2.544585987
Median Absolute Deviation (MAD)	1
Skewness	-0.5152421852
Sum	799
Variance	1.079475387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	123	39.2%
2	87	27.7%
4	55	17.5%
1	36	11.5%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	36	11.5%
2	87	27.7%
3	123	39.2%
4	55	17.5%

Value	Count	Frequency (%)
4	55	17.5%
3	123	39.2%
2	87	27.7%
1	36	11.5%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Online Exercise/Practice]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.035031847

Minimum	0
Maximum	4
Zeros	6
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.884034192
Coefficient of variation (CV)	0.2912767432
Kurtosis	1.511532822
Mean	3.035031847
Median Absolute Deviation (MAD)	1
Skewness	-1.073770388
Sum	953
Variance	0.7815164527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	153	48.7%
4	98	31.2%
2	45	14.3%
1	12	3.8%
0	6	1.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	1.9%
1	12	3.8%
2	45	14.3%
3	153	48.7%
4	98	31.2%

Value	Count	Frequency (%)
4	98	31.2%
3	153	48.7%
2	45	14.3%
1	12	3.8%
0	6	1.9%

6. Online Instructional Strategies/Assessment [Procedural Demonstration (Perform a given action)]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.843949045

Minimum	0
Maximum	4
Zeros	13
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9941578599
Coefficient of variation (CV)	0.3495695051
Kurtosis	0.9625813636
Mean	2.843949045
Median Absolute Deviation (MAD)	1
Skewness	-0.9980192375
Sum	893
Variance	0.9883498504
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	146	46.5%
4	80	25.5%
2	60	19.1%
1	15	4.8%
0	13	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	4.1%
1	15	4.8%
2	60	19.1%
3	146	46.5%
4	80	25.5%

Value	Count	Frequency (%)
4	80	25.5%
3	146	46.5%
2	60	19.1%
1	15	4.8%
0	13	4.1%

6. Online Instructional Strategies/Assessment [Concept Mapping]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.662420382

Minimum	0
Maximum	4
Zeros	12
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.027134356
Coefficient of variation (CV)	0.3857896984
Kurtosis	0.05191428905
Mean	2.662420382
Median Absolute Deviation (MAD)	1
Skewness	-0.6750327009
Sum	836
Variance	1.055004986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	134	42.7%
2	74	23.6%
4	64	20.4%
1	30	9.6%
0	12	3.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	3.8%
1	30	9.6%
2	74	23.6%
3	134	42.7%
4	64	20.4%

Value	Count	Frequency (%)
4	64	20.4%
3	134	42.7%
2	74	23.6%
1	30	9.6%
0	12	3.8%

6. Online Instructional Strategies/Assessment [Document Analysis]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.512738854

Minimum	0
Maximum	4
Zeros	16
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.079061604
Coefficient of variation (CV)	0.4294364303
Kurtosis	-0.3194956573
Mean	2.512738854
Median Absolute Deviation (MAD)	1
Skewness	-0.4860516847
Sum	789
Variance	1.164373944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	114	36.3%
2	89	28.3%
4	58	18.5%
1	37	11.8%
0	16	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	5.1%
1	37	11.8%
2	89	28.3%
3	114	36.3%
4	58	18.5%

Value	Count	Frequency (%)
4	58	18.5%
3	114	36.3%
2	89	28.3%
1	37	11.8%
0	16	5.1%

6. Online Instructional Strategies/Assessment [Debugging]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.52866242

Minimum	0
Maximum	4
Zeros	15
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.05782047
Coefficient of variation (CV)	0.4183320248
Kurtosis	-0.2243809195
Mean	2.52866242
Median Absolute Deviation (MAD)	1
Skewness	-0.4831774642
Sum	794
Variance	1.118984148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	113	36.0%
2	95	30.3%
4	58	18.5%
1	33	10.5%
0	15	4.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	4.8%
1	33	10.5%
2	95	30.3%
3	113	36.0%
4	58	18.5%

Value	Count	Frequency (%)
4	58	18.5%
3	113	36.0%
2	95	30.3%
1	33	10.5%
0	15	4.8%

6. Online Instructional Strategies/Assessment [Review (Article, Play, Movie, Audio, Book, etc.)]
Real number (ℝ)

ZEROS

Distinct	5
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.675159236

Minimum	0
Maximum	4
Zeros	16
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	4
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.094374582
Coefficient of variation (CV)	0.4090876413
Kurtosis	-0.08132884766
Mean	2.675159236
Median Absolute Deviation (MAD)	1
Skewness	-0.6965153489
Sum	840
Variance	1.197655725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	121	38.5%
4	76	24.2%
2	72	22.9%
1	29	9.2%
0	16	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	5.1%
1	29	9.2%
2	72	22.9%
3	121	38.5%
4	76	24.2%

Value	Count	Frequency (%)
4	76	24.2%
3	121	38.5%
2	72	22.9%
1	29	9.2%
0	16	5.1%

6. Online Instructional Strategies/Assessment [Real Time Online Exam]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5222929936

Minimum	0
Maximum	1
Zeros	150
Zeros (%)	47.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5003000667
Coefficient of variation (CV)	0.957891591
Kurtosis	-2.004765916
Mean	0.5222929936
Median Absolute Deviation (MAD)	0
Skewness	-0.08968976393
Sum	164
Variance	0.2503001567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	164	52.2%
0	150	47.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	150	47.8%
1	164	52.2%

Value	Count	Frequency (%)
1	164	52.2%
0	150	47.8%

6. Online Instructional Strategies/Assessment [Individual Project/Assignment]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7261146497

Minimum	0
Maximum	1
Zeros	86
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4466626686
Coefficient of variation (CV)	0.6151406927
Kurtosis	-0.9679411178
Mean	0.7261146497
Median Absolute Deviation (MAD)	0
Skewness	-1.018952863
Sum	228
Variance	0.1995075395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	228	72.6%
0	86	27.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	86	27.4%
1	228	72.6%

Value	Count	Frequency (%)
1	228	72.6%
0	86	27.4%

6. Online Instructional Strategies/Assessment [Group Project/Assignment]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6656050955

Minimum	0
Maximum	1
Zeros	105
Zeros (%)	33.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.472531538
Coefficient of variation (CV)	0.7099277652
Kurtosis	-1.512054032
Mean	0.6656050955
Median Absolute Deviation (MAD)	0
Skewness	-0.7054202874
Sum	209
Variance	0.2232860544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	209	66.6%
0	105	33.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	105	33.4%
1	209	66.6%

Value	Count	Frequency (%)
1	209	66.6%
0	105	33.4%

6. Online Instructional Strategies/Assessment [Online Quiz/Test - MCQ]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8312101911

Minimum	0
Maximum	1
Zeros	53
Zeros (%)	16.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3751640328
Coefficient of variation (CV)	0.4513467675
Kurtosis	1.16511125
Mean	0.8312101911
Median Absolute Deviation (MAD)	0
Skewness	-1.777000481
Sum	261
Variance	0.1407480515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	261	83.1%
0	53	16.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	53	16.9%
1	261	83.1%

Value	Count	Frequency (%)
1	261	83.1%
0	53	16.9%

6. Online Instructional Strategies/Assessment [Online Quiz/Test - Essay]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5573248408

Minimum	0
Maximum	1
Zeros	139
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4974958149
Coefficient of variation (CV)	0.8926496336
Kurtosis	-1.958725001
Mean	0.5573248408
Median Absolute Deviation (MAD)	0
Skewness	-0.2319308262
Sum	175
Variance	0.2475020858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	175	55.7%
0	139	44.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	139	44.3%
1	175	55.7%

Value	Count	Frequency (%)
1	175	55.7%
0	139	44.3%

6. Online Instructional Strategies/Assessment [Online Quiz/Test - Open Book]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8439490446

Minimum	0
Maximum	1
Zeros	49
Zeros (%)	15.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3634828998
Coefficient of variation (CV)	0.4306929455
Kurtosis	1.63808466
Mean	0.8439490446
Median Absolute Deviation (MAD)	0
Skewness	-1.904649965
Sum	265
Variance	0.1321198185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	265	84.4%
0	49	15.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	49	15.6%
1	265	84.4%

Value	Count	Frequency (%)
1	265	84.4%
0	49	15.6%

6. Online Instructional Strategies/Assessment [Peer Review Assessment Live Presentation]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6464968153

Minimum	0
Maximum	1
Zeros	111
Zeros (%)	35.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4788202571
Coefficient of variation (CV)	0.7406382303
Kurtosis	-1.631184247
Mean	0.6464968153
Median Absolute Deviation (MAD)	0
Skewness	-0.6158298244
Sum	203
Variance	0.2292688386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	203	64.6%
0	111	35.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	111	35.4%
1	203	64.6%

Value	Count	Frequency (%)
1	203	64.6%
0	111	35.4%

6. Online Instructional Strategies/Assessment [Recorded Presentation]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7356687898

Minimum	0
Maximum	1
Zeros	83
Zeros (%)	26.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4416803145
Coefficient of variation (CV)	0.6003793019
Kurtosis	-0.8520193246
Mean	0.7356687898
Median Absolute Deviation (MAD)	0
Skewness	-1.073987132
Sum	231
Variance	0.1950815002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	231	73.6%
0	83	26.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	83	26.4%
1	231	73.6%

Value	Count	Frequency (%)
1	231	73.6%
0	83	26.4%

6. Online Instructional Strategies/Assessment [Portfolio]
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5286624204

Minimum	0
Maximum	1
Zeros	148
Zeros (%)	47.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999745623
Coefficient of variation (CV)	0.9457350155
Kurtosis	-1.999461418
Mean	0.5286624204
Median Absolute Deviation (MAD)	0
Skewness	-0.1153904859
Sum	166
Variance	0.249974563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	166	52.9%
0	148	47.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	148	47.1%
1	166	52.9%

Value	Count	Frequency (%)
1	166	52.9%
0	148	47.1%

For technical or hands-on subject, which Online Instructional Strategies/Assessment do you preferÂ (list can be referred in previous question eg. YouTube Video, Debugging or Live Lecture)?
Text

Distinct	117
Distinct (%)	37.3%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

Length

Max length	223
Median length	129
Mean length	20.36942675
Min length	1

Characters and Unicode

Total characters	6396
Distinct characters	39
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	90 ?
Unique (%)	28.7%

Sample

1st row	live
2nd row	live lecture
3rd row	live lecture always
4th row	youtube video, live lecture
5th row	recorded demo lecturer

Value	Count	Frequency (%)
youtube	142	15.7%
lecture	137	15.1%
live	133	14.7%
video	119	13.1%
recorded	23	2.5%
demonstration	20	2.2%
learning	15	1.7%
debugging	11	1.2%
pre-recorded	8	0.9%
pre	8	0.9%
Other values (179)	289	31.9%

Most occurring characters

Value	Count	Frequency (%)
e	1049	16.4%
	591	9.2%
u	500	7.8%
o	482	7.5%
t	450	7.0%
i	426	6.7%
l	381	6.0%
r	376	5.9%
d	303	4.7%
v	270	4.2%
Other values (29)	1568	24.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5689	88.9%
Space Separator	591	9.2%
Other Punctuation	92	1.4%
Dash Punctuation	14	0.2%
Close Punctuation	4	0.1%
Open Punctuation	4	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1049	18.4%
u	500	8.8%
o	482	8.5%
t	450	7.9%
i	426	7.5%
l	381	6.7%
r	376	6.6%
d	303	5.3%
v	270	4.7%
c	236	4.1%
Other values (16)	1216	21.4%

Other Punctuation

Value	Count	Frequency (%)
,	62	67.4%
.	15	16.3%
/	9	9.8%
&	3	3.3%
'	1	1.1%
:	1	1.1%
?	1	1.1%

Decimal Number

Value	Count	Frequency (%)
5	1	50.0%
2	1	50.0%

Space Separator

Value	Count	Frequency (%)
	591	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5689	88.9%
Common	707	11.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1049	18.4%
u	500	8.8%
o	482	8.5%
t	450	7.9%
i	426	7.5%
l	381	6.7%
r	376	6.6%
d	303	5.3%
v	270	4.7%
c	236	4.1%
Other values (16)	1216	21.4%

Common

Value	Count	Frequency (%)
	591	83.6%
,	62	8.8%
.	15	2.1%
-	14	2.0%
/	9	1.3%
)	4	0.6%
(	4	0.6%
&	3	0.4%
'	1	0.1%
:	1	0.1%
Other values (3)	3	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6396	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1049	16.4%
	591	9.2%
u	500	7.8%
o	482	7.5%
t	450	7.0%
i	426	6.7%
l	381	6.0%
r	376	5.9%
d	303	4.7%
v	270	4.2%
Other values (29)	1568	24.5%

Are you familiar with the term learning style before this survey?
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7579617834

Minimum	0
Maximum	1
Zeros	76
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4290009776
Coefficient of variation (CV)	0.5659928864
Kurtosis	-0.5385837253
Mean	0.7579617834
Median Absolute Deviation (MAD)	0
Skewness	-1.210325375
Sum	238
Variance	0.1840418388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	238	75.8%
0	76	24.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	76	24.2%
1	238	75.8%

Value	Count	Frequency (%)
1	238	75.8%
0	76	24.2%

Are you aware what your learning style is?
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7675159236

Minimum	0
Maximum	1
Zeros	73
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4230901928
Coefficient of variation (CV)	0.5512461433
Kurtosis	-0.3827455153
Mean	0.7675159236
Median Absolute Deviation (MAD)	0
Skewness	-1.272687355
Sum	241
Variance	0.1790053112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	241	76.8%
0	73	23.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	73	23.2%
1	241	76.8%

Value	Count	Frequency (%)
1	241	76.8%
0	73	23.2%

Do you think knowing your own learning style is important in improving your learning ability?
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9840764331

Minimum	0
Maximum	1
Zeros	5
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1253797066
Coefficient of variation (CV)	0.1274085044
Kurtosis	58.76684381
Mean	0.9840764331
Median Absolute Deviation (MAD)	0
Skewness	-7.771265391
Sum	309
Variance	0.01572007082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	309	98.4%
0	5	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	1.6%
1	309	98.4%

Value	Count	Frequency (%)
1	309	98.4%
0	5	1.6%

1. When operating new equipment for the first time I prefer to
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.407643312

Minimum	0
Maximum	2
Zeros	49
Zeros (%)	15.6%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7452118854
Coefficient of variation (CV)	0.5294039186
Kurtosis	-0.7416280079
Mean	1.407643312
Median Absolute Deviation (MAD)	0
Skewness	-0.822335161
Sum	442
Variance	0.5553407542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	177	56.4%
1	88	28.0%
0	49	15.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	49	15.6%
1	88	28.0%
2	177	56.4%

Value	Count	Frequency (%)
2	177	56.4%
1	88	28.0%
0	49	15.6%

2. When seeking travel directions I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.47133758

Minimum	0
Maximum	2
Zeros	81
Zeros (%)	25.8%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8760972823
Coefficient of variation (CV)	0.5954427416
Kurtosis	-0.8305106363
Mean	1.47133758
Median Absolute Deviation (MAD)	0
Skewness	-1.073876098
Sum	462
Variance	0.767546448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	229	72.9%
0	81	25.8%
1	4	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	81	25.8%
1	4	1.3%
2	229	72.9%

Value	Count	Frequency (%)
2	229	72.9%
1	4	1.3%
0	81	25.8%

3. When cooking a new dish I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.070063694

Minimum	0
Maximum	2
Zeros	25
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4744547862
Coefficient of variation (CV)	0.4433892943
Kurtosis	1.33697442
Mean	1.070063694
Median Absolute Deviation (MAD)	0
Skewness	0.2132143974
Sum	336
Variance	0.2251073442
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	242	77.1%
2	47	15.0%
0	25	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25	8.0%
1	242	77.1%
2	47	15.0%

Value	Count	Frequency (%)
2	47	15.0%
1	242	77.1%
0	25	8.0%

4. To teach someone something I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6656050955

Minimum	0
Maximum	2
Zeros	146
Zeros (%)	46.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6966109998
Coefficient of variation (CV)	1.046583033
Kurtosis	-0.8128965915
Mean	0.6656050955
Median Absolute Deviation (MAD)	1
Skewness	0.5622705218
Sum	209
Variance	0.4852668851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	146	46.5%
1	127	40.4%
2	41	13.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146	46.5%
1	127	40.4%
2	41	13.1%

Value	Count	Frequency (%)
2	41	13.1%
1	127	40.4%
0	146	46.5%

5. I tend to say
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.356687898

Minimum	0
Maximum	2
Zeros	39
Zeros (%)	12.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6923843035
Coefficient of variation (CV)	0.5103489936
Kurtosis	-0.7617383402
Mean	1.356687898
Median Absolute Deviation (MAD)	1
Skewness	-0.6084732891
Sum	426
Variance	0.4793960237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	151	48.1%
1	124	39.5%
0	39	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	39	12.4%
1	124	39.5%
2	151	48.1%

Value	Count	Frequency (%)
2	151	48.1%
1	124	39.5%
0	39	12.4%

6. I tend to say
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7738853503

Minimum	0
Maximum	2
Zeros	133
Zeros (%)	42.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7561164013
Coefficient of variation (CV)	0.9770393005
Kurtosis	-1.154369479
Mean	0.7738853503
Median Absolute Deviation (MAD)	1
Skewness	0.4017857576
Sum	243
Variance	0.5717120124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	133	42.4%
1	119	37.9%
2	62	19.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	133	42.4%
1	119	37.9%
2	62	19.7%

Value	Count	Frequency (%)
2	62	19.7%
1	119	37.9%
0	133	42.4%

7. I tend to say
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8057324841

Minimum	0
Maximum	2
Zeros	129
Zeros (%)	41.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7691115191
Coefficient of variation (CV)	0.9545494743
Kurtosis	-1.233912577
Mean	0.8057324841
Median Absolute Deviation (MAD)	1
Skewness	0.3477739543
Sum	253
Variance	0.5915325288
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	129	41.1%
1	117	37.3%
2	68	21.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	129	41.1%
1	117	37.3%
2	68	21.7%

Value	Count	Frequency (%)
2	68	21.7%
1	117	37.3%
0	129	41.1%

8. Complaining about faulty goods I tend to
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9522292994

Minimum	0
Maximum	2
Zeros	109
Zeros (%)	34.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8039110458
Coefficient of variation (CV)	0.8442410314
Kurtosis	-1.446815385
Mean	0.9522292994
Median Absolute Deviation (MAD)	1
Skewness	0.08679114049
Sum	299
Variance	0.6462729696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	111	35.4%
0	109	34.7%
2	94	29.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	109	34.7%
1	111	35.4%
2	94	29.9%

Value	Count	Frequency (%)
2	94	29.9%
1	111	35.4%
0	109	34.7%

9. I prefer these leisure activities
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.343949045

Minimum	0
Maximum	2
Zeros	35
Zeros (%)	11.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6708287354
Coefficient of variation (CV)	0.4991474477
Kurtosis	-0.7360928458
Mean	1.343949045
Median Absolute Deviation (MAD)	1
Skewness	-0.5337898193
Sum	422
Variance	0.4500111923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	143	45.5%
1	136	43.3%
0	35	11.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35	11.1%
1	136	43.3%
2	143	45.5%

Value	Count	Frequency (%)
2	143	45.5%
1	136	43.3%
0	35	11.1%

10. When shopping generally I tend to
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.328025478

Minimum	0
Maximum	2
Zeros	12
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5457163297
Coefficient of variation (CV)	0.4109230876
Kurtosis	-0.7177997552
Mean	1.328025478
Median Absolute Deviation (MAD)	0
Skewness	0.00372032004
Sum	417
Variance	0.2978063124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	187	59.6%
2	115	36.6%
0	12	3.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	3.8%
1	187	59.6%
2	115	36.6%

Value	Count	Frequency (%)
2	115	36.6%
1	187	59.6%
0	12	3.8%

11. Choosing a holiday I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8598726115

Minimum	0
Maximum	2
Zeros	96
Zeros (%)	30.6%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6731604799
Coefficient of variation (CV)	0.7828607062
Kurtosis	-0.8020367418
Mean	0.8598726115
Median Absolute Deviation (MAD)	0
Skewness	0.1738037721
Sum	270
Variance	0.4531450316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	166	52.9%
0	96	30.6%
2	52	16.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	96	30.6%
1	166	52.9%
2	52	16.6%

Value	Count	Frequency (%)
2	52	16.6%
1	166	52.9%
0	96	30.6%

12. Choosing a new car I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.127388535

Minimum	0
Maximum	2
Zeros	55
Zeros (%)	17.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6804068943
Coefficient of variation (CV)	0.6035247594
Kurtosis	-0.8412454529
Mean	1.127388535
Median Absolute Deviation (MAD)	0
Skewness	-0.1635936219
Sum	354
Variance	0.4629535418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	164	52.2%
2	95	30.3%
0	55	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55	17.5%
1	164	52.2%
2	95	30.3%

Value	Count	Frequency (%)
2	95	30.3%
1	164	52.2%
0	55	17.5%

13. Learning a new skill
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8917197452

Minimum	0
Maximum	2
Zeros	157
Zeros (%)	50.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9395778934
Coefficient of variation (CV)	1.053669495
Kurtosis	-1.838678261
Mean	0.8917197452
Median Absolute Deviation (MAD)	0.5
Skewness	0.2176933005
Sum	280
Variance	0.8828066177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	157	50.0%
2	123	39.2%
1	34	10.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	157	50.0%
1	34	10.8%
2	123	39.2%

Value	Count	Frequency (%)
2	123	39.2%
1	34	10.8%
0	157	50.0%

14. Choosing from a restaurant menu
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8152866242

Minimum	0
Maximum	2
Zeros	162
Zeros (%)	51.6%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9031125167
Coefficient of variation (CV)	1.107723946
Kurtosis	-1.67529402
Mean	0.8152866242
Median Absolute Deviation (MAD)	0
Skewness	0.3729786654
Sum	256
Variance	0.8156122179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	162	51.6%
2	104	33.1%
1	48	15.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	162	51.6%
1	48	15.3%
2	104	33.1%

Value	Count	Frequency (%)
2	104	33.1%
1	48	15.3%
0	162	51.6%

15. When listening to a band
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.117834395

Minimum	0
Maximum	2
Zeros	113
Zeros (%)	36.0%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9090249092
Coefficient of variation (CV)	0.8132017706
Kurtosis	-1.754118945
Mean	1.117834395
Median Absolute Deviation (MAD)	1
Skewness	-0.2351919569
Sum	351
Variance	0.8263262856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	150	47.8%
0	113	36.0%
1	51	16.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113	36.0%
1	51	16.2%
2	150	47.8%

Value	Count	Frequency (%)
2	150	47.8%
1	51	16.2%
0	113	36.0%

16. When concentrating I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8694267516

Minimum	0
Maximum	2
Zeros	105
Zeros (%)	33.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.723071406
Coefficient of variation (CV)	0.8316645476
Kurtosis	-1.067929298
Mean	0.8694267516
Median Absolute Deviation (MAD)	1
Skewness	0.2024469971
Sum	273
Variance	0.5228322582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	145	46.2%
0	105	33.4%
2	64	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	105	33.4%
1	145	46.2%
2	64	20.4%

Value	Count	Frequency (%)
2	64	20.4%
1	145	46.2%
0	105	33.4%

17. I remember things best by
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9617834395

Minimum	0
Maximum	2
Zeros	123
Zeros (%)	39.2%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8637931825
Coefficient of variation (CV)	0.8981160905
Kurtosis	-1.658861472
Mean	0.9617834395
Median Absolute Deviation (MAD)	1
Skewness	0.07380008721
Sum	302
Variance	0.7461386622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	123	39.2%
2	111	35.4%
1	80	25.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	123	39.2%
1	80	25.5%
2	111	35.4%

Value	Count	Frequency (%)
2	111	35.4%
1	80	25.5%
0	123	39.2%

18. My first memory is of
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.328025478

Minimum	0
Maximum	2
Zeros	42
Zeros (%)	13.4%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6996424824
Coefficient of variation (CV)	0.5268291114
Kurtosis	-0.831518027
Mean	1.328025478
Median Absolute Deviation (MAD)	1
Skewness	-0.5525823024
Sum	417
Variance	0.4894996032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	145	46.2%
1	127	40.4%
0	42	13.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	42	13.4%
1	127	40.4%
2	145	46.2%

Value	Count	Frequency (%)
2	145	46.2%
1	127	40.4%
0	42	13.4%

19. When anxious I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.146496815

Minimum	0
Maximum	2
Zeros	70
Zeros (%)	22.3%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.756782213
Coefficient of variation (CV)	0.6600822635
Kurtosis	-1.216350894
Mean	1.146496815
Median Absolute Deviation (MAD)	1
Skewness	-0.2505296218
Sum	360
Variance	0.5727193179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	128	40.8%
2	116	36.9%
0	70	22.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	70	22.3%
1	128	40.8%
2	116	36.9%

Value	Count	Frequency (%)
2	116	36.9%
1	128	40.8%
0	70	22.3%

20. I feel especially connected to others because of
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.356687898

Minimum	0
Maximum	2
Zeros	23
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6141332119
Coefficient of variation (CV)	0.452670959
Kurtosis	-0.6578674365
Mean	1.356687898
Median Absolute Deviation (MAD)	1
Skewness	-0.3966196384
Sum	426
Variance	0.377159602
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	156	49.7%
2	135	43.0%
0	23	7.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23	7.3%
1	156	49.7%
2	135	43.0%

Value	Count	Frequency (%)
2	135	43.0%
1	156	49.7%
0	23	7.3%

21. When I revise for an exam, I
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9554140127

Minimum	0
Maximum	2
Zeros	131
Zeros (%)	41.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8890095652
Coefficient of variation (CV)	0.9304966782
Kurtosis	-1.733559931
Mean	0.9554140127
Median Absolute Deviation (MAD)	1
Skewness	0.08748136461
Sum	300
Variance	0.790338007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	131	41.7%
2	117	37.3%
1	66	21.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	131	41.7%
1	66	21.0%
2	117	37.3%

Value	Count	Frequency (%)
2	117	37.3%
1	66	21.0%
0	131	41.7%

22. When explaining something to someone, I tend to
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.152866242

Minimum	0
Maximum	2
Zeros	60
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7164485101
Coefficient of variation (CV)	0.6214498127
Kurtosis	-1.030374061
Mean	1.152866242
Median Absolute Deviation (MAD)	1
Skewness	-0.2343315727
Sum	362
Variance	0.5132984677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	146	46.5%
2	108	34.4%
0	60	19.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	60	19.1%
1	146	46.5%
2	108	34.4%

Value	Count	Frequency (%)
2	108	34.4%
1	146	46.5%
0	60	19.1%

23. My main interests are
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8821656051

Minimum	0
Maximum	2
Zeros	128
Zeros (%)	40.8%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.8281009635
Coefficient of variation (CV)	0.9387137276
Kurtosis	-1.507977722
Mean	0.8821656051
Median Absolute Deviation (MAD)	1
Skewness	0.2230301863
Sum	277
Variance	0.6857512057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	128	40.8%
1	95	30.3%
2	91	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	128	40.8%
1	95	30.3%
2	91	29.0%

Value	Count	Frequency (%)
2	91	29.0%
1	95	30.3%
0	128	40.8%

24. Most of my free time is spent
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.194267516

Minimum	0
Maximum	2
Zeros	107
Zeros (%)	34.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.916915376
Coefficient of variation (CV)	0.7677638082
Kurtosis	-1.699582442
Mean	1.194267516
Median Absolute Deviation (MAD)	0
Skewness	-0.394856217
Sum	375
Variance	0.8407338068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	168	53.5%
0	107	34.1%
1	39	12.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	107	34.1%
1	39	12.4%
2	168	53.5%

Value	Count	Frequency (%)
2	168	53.5%
1	39	12.4%
0	107	34.1%

25. When I first contact a new person
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.156050955

Minimum	0
Maximum	2
Zeros	63
Zeros (%)	20.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7312152412
Coefficient of variation (CV)	0.6325112555
Kurtosis	-1.098881655
Mean	1.156050955
Median Absolute Deviation (MAD)	1
Skewness	-0.2511700297
Sum	363
Variance	0.534675729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	139	44.3%
2	112	35.7%
0	63	20.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63	20.1%
1	139	44.3%
2	112	35.7%

Value	Count	Frequency (%)
2	112	35.7%
1	139	44.3%
0	63	20.1%

26. I first notice how people
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5191082803

Minimum	0
Maximum	2
Zeros	175
Zeros (%)	55.7%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6354424142
Coefficient of variation (CV)	1.224103792
Kurtosis	-0.3467096247
Mean	0.5191082803
Median Absolute Deviation (MAD)	0
Skewness	0.8302450295
Sum	163
Variance	0.4037870617
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	175	55.7%
1	115	36.6%
2	24	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	175	55.7%
1	115	36.6%
2	24	7.6%

Value	Count	Frequency (%)
2	24	7.6%
1	115	36.6%
0	175	55.7%

27. If I am very angry
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3566878981

Minimum	0
Maximum	2
Zeros	239
Zeros (%)	76.1%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6830933106
Coefficient of variation (CV)	1.915100889
Kurtosis	1.16216492
Mean	0.3566878981
Median Absolute Deviation (MAD)	0
Skewness	1.648998542
Sum	112
Variance	0.466616471
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	239	76.1%
1	38	12.1%
2	37	11.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	239	76.1%
1	38	12.1%
2	37	11.8%

Value	Count	Frequency (%)
2	37	11.8%
1	38	12.1%
0	239	76.1%

28. I find it easiest to remember
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8789808917

Minimum	0
Maximum	2
Zeros	162
Zeros (%)	51.6%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9481801535
Coefficient of variation (CV)	1.078726696
Kurtosis	-1.850291834
Mean	0.8789808917
Median Absolute Deviation (MAD)	0
Skewness	0.2441212304
Sum	276
Variance	0.8990456035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	162	51.6%
2	124	39.5%
1	28	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	162	51.6%
1	28	8.9%
2	124	39.5%

Value	Count	Frequency (%)
2	124	39.5%
1	28	8.9%
0	162	51.6%

29. I think I can tell someone is lying because
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5541401274

Minimum	0
Maximum	2
Zeros	210
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8337520908
Coefficient of variation (CV)	1.504587106
Kurtosis	-0.8247107341
Mean	0.5541401274
Median Absolute Deviation (MAD)	0
Skewness	0.9922819494
Sum	174
Variance	0.695142549
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	210	66.9%
2	70	22.3%
1	34	10.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	210	66.9%
1	34	10.8%
2	70	22.3%

Value	Count	Frequency (%)
2	70	22.3%
1	34	10.8%
0	210	66.9%

30. When I'm meeting with an old friend
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.031847134

Minimum	0
Maximum	2
Zeros	143
Zeros (%)	45.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9719410582
Coefficient of variation (CV)	0.9419428774
Kurtosis	-1.946827
Mean	1.031847134
Median Absolute Deviation (MAD)	1
Skewness	-0.06394564757
Sum	324
Variance	0.9446694206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	153	48.7%
0	143	45.5%
1	18	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	143	45.5%
1	18	5.7%
2	153	48.7%

Value	Count	Frequency (%)
2	153	48.7%
1	18	5.7%
0	143	45.5%

Please share any comments or suggestions related to this issue. Thank You
Text

MISSING

Distinct	62
Distinct (%)	69.7%
Missing	225
Missing (%)	71.7%
Memory size	4.9 KiB

Length

Max length	818
Median length	153
Mean length	54.05617978
Min length	1

Characters and Unicode

Total characters	4811
Distinct characters	58
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52 ?
Unique (%)	58.4%

Sample

1st row	First round
2nd row	For me, i prefer continuous assessment or individual assignment more because it depends on my own time and effort.
3rd row	hope to see the outcome of this survey and what it shows for the options I chose
4th row	Very good survey and i hope to see the result
5th row	-

Value	Count	Frequency (%)
to	37	4.2%
i	29	3.3%
the	24	2.7%
learning	19	2.2%
no	17	1.9%
for	16	1.8%
it	14	1.6%
	13	1.5%
as	13	1.5%
online	12	1.4%
Other values (351)	681	77.8%

Most occurring characters

Value	Count	Frequency (%)
	793	16.5%
e	481	10.0%
t	358	7.4%
o	350	7.3%
n	313	6.5%
s	269	5.6%
a	254	5.3%
i	250	5.2%
r	232	4.8%
l	169	3.5%
Other values (48)	1342	27.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3805	79.1%
Space Separator	793	16.5%
Uppercase Letter	107	2.2%
Other Punctuation	83	1.7%
Dash Punctuation	14	0.3%
Decimal Number	5	0.1%
Control	4	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	481	12.6%
t	358	9.4%
o	350	9.2%
n	313	8.2%
s	269	7.1%
a	254	6.7%
i	250	6.6%
r	232	6.1%
l	169	4.4%
h	156	4.1%
Other values (16)	973	25.6%

Uppercase Letter

Value	Count	Frequency (%)
I	29	27.1%
N	20	18.7%
T	13	12.1%
F	8	7.5%
O	7	6.5%
B	4	3.7%
S	4	3.7%
M	4	3.7%
A	4	3.7%
V	3	2.8%
Other values (8)	11	10.3%

Other Punctuation

Value	Count	Frequency (%)
.	38	45.8%
,	27	32.5%
'	9	10.8%
!	3	3.6%
?	2	2.4%
/	2	2.4%
;	1	1.2%
:	1	1.2%

Decimal Number

Value	Count	Frequency (%)
6	2	40.0%
3	2	40.0%
4	1	20.0%

Space Separator

Value	Count	Frequency (%)
	793	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	14	100.0%

Control

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3912	81.3%
Common	899	18.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	481	12.3%
t	358	9.2%
o	350	8.9%
n	313	8.0%
s	269	6.9%
a	254	6.5%
i	250	6.4%
r	232	5.9%
l	169	4.3%
h	156	4.0%
Other values (34)	1080	27.6%

Common

Value	Count	Frequency (%)
	793	88.2%
.	38	4.2%
,	27	3.0%
-	14	1.6%
'	9	1.0%
	4	0.4%
!	3	0.3%
?	2	0.2%
6	2	0.2%
/	2	0.2%
Other values (4)	5	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	793	16.5%
e	481	10.0%
t	358	7.4%
o	350	7.3%
n	313	6.5%
s	269	5.6%
a	254	5.3%
i	250	5.2%
r	232	4.8%
l	169	3.5%
Other values (48)	1342	27.9%

Faculty
Text

Distinct	124
Distinct (%)	39.5%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

Length

Max length	60
Median length	51
Mean length	24.9522293
Min length	2

Characters and Unicode

Total characters	7835
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77 ?
Unique (%)	24.5%

Sample

1st row	Fsktm
2nd row	FSKTM
3rd row	FCSIT
4th row	FSKTM
5th row	Faculty of Comp Science

Value	Count	Frequency (%)
of	106	10.4%
faculty	104	10.2%
computer	102	10.0%
science	102	10.0%
information	85	8.3%
technology	85	8.3%
and	82	8.0%
engineering	73	7.1%
chemical	48	4.7%
fsktm	41	4.0%
Other values (69)	194	19.0%

Most occurring characters

Value	Count	Frequency (%)
	764	9.8%
n	675	8.6%
e	638	8.1%
o	580	7.4%
c	485	6.2%
i	455	5.8%
a	380	4.9%
t	359	4.6%
r	280	3.6%
m	277	3.5%
Other values (39)	2942	37.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5707	72.8%
Uppercase Letter	1339	17.1%
Space Separator	764	9.8%
Other Punctuation	23	0.3%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	675	11.8%
e	638	11.2%
o	580	10.2%
c	485	8.5%
i	455	8.0%
a	380	6.7%
t	359	6.3%
r	280	4.9%
m	277	4.9%
l	263	4.6%
Other values (12)	1315	23.0%

Uppercase Letter

Value	Count	Frequency (%)
C	201	15.0%
F	180	13.4%
T	174	13.0%
S	158	11.8%
I	149	11.1%
E	106	7.9%
K	78	5.8%
M	73	5.5%
N	41	3.1%
A	39	2.9%
Other values (12)	140	10.5%

Other Punctuation

Value	Count	Frequency (%)
&	19	82.6%
,	4	17.4%

Space Separator

Value	Count	Frequency (%)
	764	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7046	89.9%
Common	789	10.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	675	9.6%
e	638	9.1%
o	580	8.2%
c	485	6.9%
i	455	6.5%
a	380	5.4%
t	359	5.1%
r	280	4.0%
m	277	3.9%
l	263	3.7%
Other values (34)	2654	37.7%

Common

Value	Count	Frequency (%)
	764	96.8%
&	19	2.4%
,	4	0.5%
(	1	0.1%
)	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7835	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	764	9.8%
n	675	8.6%
e	638	8.1%
o	580	7.4%
c	485	6.2%
i	455	5.8%
a	380	4.9%
t	359	4.6%
r	280	3.6%
m	277	3.5%
Other values (39)	2942	37.5%

Department
Text

Distinct	134
Distinct (%)	42.7%
Missing	0
Missing (%)	0.0%
Memory size	4.9 KiB

Length

Max length	60
Median length	44
Mean length	16.17515924
Min length	1

Characters and Unicode

Total characters	5079
Distinct characters	53
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	89 ?
Unique (%)	28.3%

Sample

1st row	Is
2nd row	Information System
3rd row	IS
4th row	IS
5th row	Information System

Value	Count	Frequency (%)
information	91	14.7%
engineering	76	12.3%
system	51	8.2%
chemical	43	6.9%
systems	37	6.0%
science	27	4.4%
department	18	2.9%
of	18	2.9%
computer	16	2.6%
is	15	2.4%
Other values (87)	228	36.8%

Most occurring characters

Value	Count	Frequency (%)
n	506	10.0%
e	493	9.7%
i	417	8.2%
	353	7.0%
t	328	6.5%
o	287	5.7%
m	279	5.5%
a	259	5.1%
r	249	4.9%
g	175	3.4%
Other values (43)	1733	34.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3897	76.7%
Uppercase Letter	801	15.8%
Space Separator	353	7.0%
Decimal Number	10	0.2%
Open Punctuation	6	0.1%
Close Punctuation	6	0.1%
Dash Punctuation	5	0.1%
Other Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	506	13.0%
e	493	12.7%
i	417	10.7%
t	328	8.4%
o	287	7.4%
m	279	7.2%
a	259	6.6%
r	249	6.4%
g	175	4.5%
s	158	4.1%
Other values (13)	746	19.1%

Uppercase Letter

Value	Count	Frequency (%)
I	159	19.9%
S	156	19.5%
E	102	12.7%
C	93	11.6%
T	44	5.5%
N	36	4.5%
D	34	4.2%
M	30	3.7%
A	24	3.0%
B	19	2.4%
Other values (11)	104	13.0%

Decimal Number

Value	Count	Frequency (%)
2	3	30.0%
0	3	30.0%
4	2	20.0%
1	2	20.0%

Space Separator

Value	Count	Frequency (%)
	353	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4698	92.5%
Common	381	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	506	10.8%
e	493	10.5%
i	417	8.9%
t	328	7.0%
o	287	6.1%
m	279	5.9%
a	259	5.5%
r	249	5.3%
g	175	3.7%
I	159	3.4%
Other values (34)	1546	32.9%

Common

Value	Count	Frequency (%)
	353	92.7%
(	6	1.6%
)	6	1.6%
-	5	1.3%
2	3	0.8%
0	3	0.8%
4	2	0.5%
1	2	0.5%
&	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5079	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	506	10.0%
e	493	9.7%
i	417	8.2%
	353	7.0%
t	328	6.5%
o	287	5.7%
m	279	5.5%
a	259	5.1%
r	249	4.9%
g	175	3.4%
Other values (43)	1733	34.1%

Dominant_VAK
Real number (ℝ)

ZEROS

Distinct	3
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.378980892

Minimum	0
Maximum	2
Zeros	58
Zeros (%)	18.5%
Negative	0
Negative (%)	0.0%
Memory size	3.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	2
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7789180542
Coefficient of variation (CV)	0.5648505058
Kurtosis	-0.9260724987
Mean	1.378980892
Median Absolute Deviation (MAD)	0
Skewness	-0.7756293409
Sum	433
Variance	0.6067133351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	177	56.4%
1	79	25.2%
0	58	18.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	58	18.5%
1	79	25.2%
2	177	56.4%

Value	Count	Frequency (%)
2	177	56.4%
1	79	25.2%
0	58	18.5%

Synchronous Online Learning (Real Time)_learnmode
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.449044586

Minimum	0
Maximum	1
Zeros	173
Zeros (%)	55.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4981906989
Coefficient of variation (CV)	1.109445954
Kurtosis	-1.970206274
Mean	0.449044586
Median Absolute Deviation (MAD)	0
Skewness	0.2058731783
Sum	141
Variance	0.2481939724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	173	55.1%
1	141	44.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	173	55.1%
1	141	44.9%

Value	Count	Frequency (%)
1	141	44.9%
0	173	55.1%

Face to Face_learnmode
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6847133758

Minimum	0
Maximum	1
Zeros	99
Zeros (%)	31.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4653715552
Coefficient of variation (CV)	0.6796589224
Kurtosis	-1.3704962
Mean	0.6847133758
Median Absolute Deviation (MAD)	0
Skewness	-0.798920492
Sum	215
Variance	0.2165706844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	215	68.5%
0	99	31.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	99	31.5%
1	215	68.5%

Value	Count	Frequency (%)
1	215	68.5%
0	99	31.5%

Asynchronous Online Learning (On your own time)_learnmode
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4394904459

Minimum	0
Maximum	1
Zeros	176
Zeros (%)	56.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4971173082
Coefficient of variation (CV)	1.131121991
Kurtosis	-1.952450831
Mean	0.4394904459
Median Absolute Deviation (MAD)	0
Skewness	0.2450022757
Sum	138
Variance	0.2471256181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	176	56.1%
1	138	43.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	176	56.1%
1	138	43.9%

Value	Count	Frequency (%)
1	138	43.9%
0	176	56.1%

Facebook_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3184713376

Minimum	0
Maximum	1
Zeros	214
Zeros (%)	68.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4666270317
Coefficient of variation (CV)	1.46520888
Kurtosis	-1.39578974
Mean	0.3184713376
Median Absolute Deviation (MAD)	0
Skewness	0.7830335376
Sum	100
Variance	0.2177407867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	214	68.2%
1	100	31.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	214	68.2%
1	100	31.8%

Value	Count	Frequency (%)
1	100	31.8%
0	214	68.2%

Google Meet_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Google meet _prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Discord_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Youtube_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7961783439

Minimum	0
Maximum	1
Zeros	64
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4034809164
Coefficient of variation (CV)	0.506772031
Kurtosis	0.1842179771
Mean	0.7961783439
Median Absolute Deviation (MAD)	0
Skewness	-1.477526748
Sum	250
Variance	0.1627968499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	250	79.6%
0	64	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	64	20.4%
1	250	79.6%

Value	Count	Frequency (%)
1	250	79.6%
0	64	20.4%

Google Classroom_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01592356688

Minimum	0
Maximum	1
Zeros	309
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1253797066
Coefficient of variation (CV)	7.873845572
Kurtosis	58.76684381
Mean	0.01592356688
Median Absolute Deviation (MAD)	0
Skewness	7.771265391
Sum	5
Variance	0.01572007082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	309	98.4%
1	5	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309	98.4%
1	5	1.6%

Value	Count	Frequency (%)
1	5	1.6%
0	309	98.4%

WhatsApp_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Microsoft Teams_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Msteam_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Instagram_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.525477707

Minimum	0
Maximum	1
Zeros	149
Zeros (%)	47.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5001475129
Coefficient of variation (CV)	0.951795873
Kurtosis	-2.002281152
Mean	0.525477707
Median Absolute Deviation (MAD)	0
Skewness	-0.1025338524
Sum	165
Variance	0.2501475346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	165	52.5%
0	149	47.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	149	47.5%
1	165	52.5%

Value	Count	Frequency (%)
1	165	52.5%
0	149	47.5%

Forums_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

YouTube _prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Whatapp_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

LinkedIn_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

zoom_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009554140127

Minimum	0
Maximum	1
Zeros	311
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09743249616
Coefficient of variation (CV)	10.1979346
Kurtosis	101.3012622
Mean	0.009554140127
Median Absolute Deviation (MAD)	0
Skewness	10.13193263
Sum	3
Variance	0.009493091309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Value	Count	Frequency (%)
1	3	1.0%
0	311	99.0%

Webex_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Microsoft Team_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Telegram_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009554140127

Minimum	0
Maximum	1
Zeros	311
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09743249616
Coefficient of variation (CV)	10.1979346
Kurtosis	101.3012622
Mean	0.009554140127
Median Absolute Deviation (MAD)	0
Skewness	10.13193263
Sum	3
Variance	0.009493091309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Value	Count	Frequency (%)
1	3	1.0%
0	311	99.0%

Reddit_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Google Classroom _prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Tiktok_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

google meet_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Twitter_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2834394904

Minimum	0
Maximum	1
Zeros	225
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4513872311
Coefficient of variation (CV)	1.592534726
Kurtosis	-1.074338131
Mean	0.2834394904
Median Absolute Deviation (MAD)	0
Skewness	0.9656840199
Sum	89
Variance	0.2037504324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	225	71.7%
1	89	28.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	225	71.7%
1	89	28.3%

Value	Count	Frequency (%)
1	89	28.3%
0	225	71.7%

Google classroom_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Telegram and Google Classroom_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Blogger/Wordpress_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06369426752

Minimum	0
Maximum	1
Zeros	294
Zeros (%)	93.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2445973065
Coefficient of variation (CV)	3.840177712
Kurtosis	10.96083398
Mean	0.06369426752
Median Absolute Deviation (MAD)	0
Skewness	3.590412098
Sum	20
Variance	0.05982784233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	294	93.6%
1	20	6.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	294	93.6%
1	20	6.4%

Value	Count	Frequency (%)
1	20	6.4%
0	294	93.6%

TIKTOK_prefsocmed
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Call_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1337579618

Minimum	0
Maximum	1
Zeros	272
Zeros (%)	86.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3409354056
Coefficient of variation (CV)	2.548898033
Kurtosis	2.692330653
Mean	0.1337579618
Median Absolute Deviation (MAD)	0
Skewness	2.16222626
Sum	42
Variance	0.1162369508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	272	86.6%
1	42	13.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	272	86.6%
1	42	13.4%

Value	Count	Frequency (%)
1	42	13.4%
0	272	86.6%

Google Classroom _prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

MS Team_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Google Meet_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009554140127

Minimum	0
Maximum	1
Zeros	311
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09743249616
Coefficient of variation (CV)	10.1979346
Kurtosis	101.3012622
Mean	0.009554140127
Median Absolute Deviation (MAD)	0
Skewness	10.13193263
Sum	3
Variance	0.009493091309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Value	Count	Frequency (%)
1	3	1.0%
0	311	99.0%

Google meet_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Whatsapp_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8949044586

Minimum	0
Maximum	1
Zeros	33
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3071659963
Coefficient of variation (CV)	0.3432388714
Kurtosis	4.726565833
Mean	0.8949044586
Median Absolute Deviation (MAD)	0
Skewness	-2.587759727
Sum	281
Variance	0.09435094931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	281	89.5%
0	33	10.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33	10.5%
1	281	89.5%

Value	Count	Frequency (%)
1	281	89.5%
0	33	10.5%

Google meet _prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Discord_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009554140127

Minimum	0
Maximum	1
Zeros	311
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09743249616
Coefficient of variation (CV)	10.1979346
Kurtosis	101.3012622
Mean	0.009554140127
Median Absolute Deviation (MAD)	0
Skewness	10.13193263
Sum	3
Variance	0.009493091309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Value	Count	Frequency (%)
1	3	1.0%
0	311	99.0%

University eLearning Chat Room_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2420382166

Minimum	0
Maximum	1
Zeros	238
Zeros (%)	75.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4290009776
Coefficient of variation (CV)	1.772451407
Kurtosis	-0.5385837253
Mean	0.2420382166
Median Absolute Deviation (MAD)	0
Skewness	1.210325375
Sum	76
Variance	0.1840418388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	238	75.8%
1	76	24.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	238	75.8%
1	76	24.2%

Value	Count	Frequency (%)
1	76	24.2%
0	238	75.8%

Google Classroom_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Kaizala_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Zoom_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Cisco Webex_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Google Meet _prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Microsoft Teams_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Telegram_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5286624204

Minimum	0
Maximum	1
Zeros	148
Zeros (%)	47.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999745623
Coefficient of variation (CV)	0.9457350155
Kurtosis	-1.999461418
Mean	0.5286624204
Median Absolute Deviation (MAD)	0
Skewness	-0.1153904859
Sum	166
Variance	0.249974563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	166	52.9%
0	148	47.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	148	47.1%
1	166	52.9%

Value	Count	Frequency (%)
1	166	52.9%
0	148	47.1%

Email_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5127388535

Minimum	0
Maximum	1
Zeros	153
Zeros (%)	48.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5006355213
Coefficient of variation (CV)	0.9763947434
Kurtosis	-2.010221745
Mean	0.5127388535
Median Absolute Deviation (MAD)	0
Skewness	-0.05121695235
Sum	161
Variance	0.2506359252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	161	51.3%
0	153	48.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	153	48.7%
1	161	51.3%

Value	Count	Frequency (%)
1	161	51.3%
0	153	48.7%

telegram_prefcomm
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

no actual study space at home so have to study on the bed_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Time Management_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5

Minimum	0
Maximum	1
Zeros	157
Zeros (%)	50.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5007980851
Coefficient of variation (CV)	1.00159617
Kurtosis	-2.012861736
Mean	0.5
Median Absolute Deviation (MAD)	0.5
Skewness	0
Sum	157
Variance	0.250798722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	157	50.0%
1	157	50.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	157	50.0%
1	157	50.0%

Value	Count	Frequency (%)
1	157	50.0%
0	157	50.0%

I've always had a terrible attention span even in f2f classes_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Computer Literacy_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1624203822

Minimum	0
Maximum	1
Zeros	263
Zeros (%)	83.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3694247342
Coefficient of variation (CV)	2.274497383
Kurtosis	1.391892003
Mean	0.1624203822
Median Absolute Deviation (MAD)	0
Skewness	1.839311547
Sum	51
Variance	0.1364746342
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	263	83.8%
1	51	16.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	263	83.8%
1	51	16.2%

Value	Count	Frequency (%)
1	51	16.2%
0	263	83.8%

External factors_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

ie: family conflicts_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Technical Issues_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5605095541

Minimum	0
Maximum	1
Zeros	138
Zeros (%)	43.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4971173082
Coefficient of variation (CV)	0.8869024703
Kurtosis	-1.952450831
Mean	0.5605095541
Median Absolute Deviation (MAD)	0
Skewness	-0.2450022757
Sum	176
Variance	0.2471256181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	176	56.1%
0	138	43.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138	43.9%
1	176	56.1%

Value	Count	Frequency (%)
1	176	56.1%
0	138	43.9%

No_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01592356688

Minimum	0
Maximum	1
Zeros	309
Zeros (%)	98.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1253797066
Coefficient of variation (CV)	7.873845572
Kurtosis	58.76684381
Mean	0.01592356688
Median Absolute Deviation (MAD)	0
Skewness	7.771265391
Sum	5
Variance	0.01572007082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	309	98.4%
1	5	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309	98.4%
1	5	1.6%

Value	Count	Frequency (%)
1	5	1.6%
0	309	98.4%

Quality of Material_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2802547771

Minimum	0
Maximum	1
Zeros	226
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.44984051
Coefficient of variation (CV)	1.605112729
Kurtosis	-1.039874889
Mean	0.2802547771
Median Absolute Deviation (MAD)	0
Skewness	0.9832544702
Sum	88
Variance	0.2023564844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	226	72.0%
1	88	28.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	226	72.0%
1	88	28.0%

Value	Count	Frequency (%)
1	88	28.0%
0	226	72.0%

Not enough data _onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Accessibility_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2738853503

Minimum	0
Maximum	1
Zeros	228
Zeros (%)	72.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4466626686
Coefficient of variation (CV)	1.630838116
Kurtosis	-0.9679411178
Mean	0.2738853503
Median Absolute Deviation (MAD)	0
Skewness	1.018952863
Sum	86
Variance	0.1995075395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	228	72.6%
1	86	27.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	228	72.6%
1	86	27.4%

Value	Count	Frequency (%)
1	86	27.4%
0	228	72.6%

its just that there is no feeling T_T_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

I cannot study well using online_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Adaptability_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2802547771

Minimum	0
Maximum	1
Zeros	226
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.44984051
Coefficient of variation (CV)	1.605112729
Kurtosis	-1.039874889
Mean	0.2802547771
Median Absolute Deviation (MAD)	0
Skewness	0.9832544702
Sum	88
Variance	0.2023564844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	226	72.0%
1	88	28.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	226	72.0%
1	88	28.0%

Value	Count	Frequency (%)
1	88	28.0%
0	226	72.0%

Focus/Commitment_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6305732484

Minimum	0
Maximum	1
Zeros	116
Zeros (%)	36.9%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.483419981
Coefficient of variation (CV)	0.7666357274
Kurtosis	-1.715390873
Mean	0.6305732484
Median Absolute Deviation (MAD)	0
Skewness	-0.5436691142
Sum	198
Variance	0.233694878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	198	63.1%
0	116	36.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	116	36.9%
1	198	63.1%

Value	Count	Frequency (%)
1	198	63.1%
0	116	36.9%

Self-Motivation_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6751592357

Minimum	0
Maximum	1
Zeros	102
Zeros (%)	32.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4690628344
Coefficient of variation (CV)	0.6947440094
Kurtosis	-1.444284791
Mean	0.6751592357
Median Absolute Deviation (MAD)	0
Skewness	-0.7516351258
Sum	212
Variance	0.2200199426
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	212	67.5%
0	102	32.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	102	32.5%
1	212	67.5%

Value	Count	Frequency (%)
1	212	67.5%
0	102	32.5%

Cost_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2834394904

Minimum	0
Maximum	1
Zeros	225
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4513872311
Coefficient of variation (CV)	1.592534726
Kurtosis	-1.074338131
Mean	0.2834394904
Median Absolute Deviation (MAD)	0
Skewness	0.9656840199
Sum	89
Variance	0.2037504324
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	225	71.7%
1	89	28.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	225	71.7%
1	89	28.3%

Value	Count	Frequency (%)
1	89	28.3%
0	225	71.7%

Health Issues_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07961783439

Minimum	0
Maximum	1
Zeros	289
Zeros (%)	92.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2711327212
Coefficient of variation (CV)	3.405426979
Kurtosis	7.789030209
Mean	0.07961783439
Median Absolute Deviation (MAD)	0
Skewness	3.12081051
Sum	25
Variance	0.07351295252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	289	92.0%
1	25	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	289	92.0%
1	25	8.0%

Value	Count	Frequency (%)
1	25	8.0%
0	289	92.0%

University lack of student well-being management_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Line connection_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Not sure_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Cost/Focus/Commitment_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2038216561

Minimum	0
Maximum	1
Zeros	250
Zeros (%)	79.6%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4034809164
Coefficient of variation (CV)	1.979578246
Kurtosis	0.1842179771
Mean	0.2038216561
Median Absolute Deviation (MAD)	0
Skewness	1.477526748
Sum	64
Variance	0.1627968499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	250	79.6%
1	64	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	250	79.6%
1	64	20.4%

Value	Count	Frequency (%)
1	64	20.4%
0	250	79.6%

None_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

Engagement_onlinelearningdifficulties
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4076433121

Minimum	0
Maximum	1
Zeros	186
Zeros (%)	59.2%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4921805691
Coefficient of variation (CV)	1.207380459
Kurtosis	-1.869288668
Mean	0.4076433121
Median Absolute Deviation (MAD)	0
Skewness	0.3777016964
Sum	128
Variance	0.2422417126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	186	59.2%
1	128	40.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	186	59.2%
1	128	40.8%

Value	Count	Frequency (%)
1	128	40.8%
0	186	59.2%

youtube
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4585987261

Minimum	0
Maximum	1
Zeros	170
Zeros (%)	54.1%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4990783308
Coefficient of variation (CV)	1.088268027
Kurtosis	-1.984802542
Mean	0.4585987261
Median Absolute Deviation (MAD)	0
Skewness	0.1669744571
Sum	144
Variance	0.2490791803
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	170	54.1%
1	144	45.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	170	54.1%
1	144	45.9%

Value	Count	Frequency (%)
1	144	45.9%
0	170	54.1%

live
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4267515924

Minimum	0
Maximum	1
Zeros	180
Zeros (%)	57.3%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4953950456
Coefficient of variation (CV)	1.160851077
Kurtosis	-1.923720579
Mean	0.4267515924
Median Absolute Deviation (MAD)	0
Skewness	0.2976127815
Sum	134
Variance	0.2454162512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	180	57.3%
1	134	42.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	180	57.3%
1	134	42.7%

Value	Count	Frequency (%)
1	134	42.7%
0	180	57.3%

debugging
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03503184713

Minimum	0
Maximum	1
Zeros	303
Zeros (%)	96.5%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1841537911
Coefficient of variation (CV)	5.256753674
Kurtosis	23.98096965
Mean	0.03503184713
Median Absolute Deviation (MAD)	0
Skewness	5.082151337
Sum	11
Variance	0.03391261879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	303	96.5%
1	11	3.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	303	96.5%
1	11	3.5%

Value	Count	Frequency (%)
1	11	3.5%
0	303	96.5%

problem based learning
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0127388535

Minimum	0
Maximum	1
Zeros	310
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1123243334
Coefficient of variation (CV)	8.817460169
Kurtosis	74.71640998
Mean	0.0127388535
Median Absolute Deviation (MAD)	0
Skewness	8.731582921
Sum	4
Variance	0.01261675587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	310	98.7%
1	4	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	310	98.7%
1	4	1.3%

Value	Count	Frequency (%)
1	4	1.3%
0	310	98.7%

recorded
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.101910828

Minimum	0
Maximum	1
Zeros	282
Zeros (%)	89.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3030138996
Coefficient of variation (CV)	2.97332389
Kurtosis	5.024677659
Mean	0.101910828
Median Absolute Deviation (MAD)	0
Skewness	2.644373913
Sum	32
Variance	0.09181742333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	282	89.8%
1	32	10.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282	89.8%
1	32	10.2%

Value	Count	Frequency (%)
1	32	10.2%
0	282	89.8%

case study
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

demo
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07643312102

Minimum	0
Maximum	1
Zeros	290
Zeros (%)	92.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2661139412
Coefficient of variation (CV)	3.481657397
Kurtosis	8.316986522
Mean	0.07643312102
Median Absolute Deviation (MAD)	0
Skewness	3.203755875
Sum	24
Variance	0.0708166297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	290	92.4%
1	24	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	290	92.4%
1	24	7.6%

Value	Count	Frequency (%)
1	24	7.6%
0	290	92.4%

simulation
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009554140127

Minimum	0
Maximum	1
Zeros	311
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.09743249616
Coefficient of variation (CV)	10.1979346
Kurtosis	101.3012622
Mean	0.009554140127
Median Absolute Deviation (MAD)	0
Skewness	10.13193263
Sum	3
Variance	0.009493091309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	311	99.0%
1	3	1.0%

Value	Count	Frequency (%)
1	3	1.0%
0	311	99.0%

guided
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02229299363

Minimum	0
Maximum	1
Zeros	307
Zeros (%)	97.8%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1478703889
Coefficient of variation (CV)	6.633043157
Kurtosis	40.54168825
Mean	0.02229299363
Median Absolute Deviation (MAD)	0
Skewness	6.502576134
Sum	7
Variance	0.0218656519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	307	97.8%
1	7	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	307	97.8%
1	7	2.2%

Value	Count	Frequency (%)
1	7	2.2%
0	307	97.8%

discussion
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	314
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	314	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	314	100.0%

Value	Count	Frequency (%)
0	314	100.0%

forum
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

game
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0127388535

Minimum	0
Maximum	1
Zeros	310
Zeros (%)	98.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1123243334
Coefficient of variation (CV)	8.817460169
Kurtosis	74.71640998
Mean	0.0127388535
Median Absolute Deviation (MAD)	0
Skewness	8.731582921
Sum	4
Variance	0.01261675587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	310	98.7%
1	4	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	310	98.7%
1	4	1.3%

Value	Count	Frequency (%)
1	4	1.3%
0	310	98.7%

journaling
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003184713376

Minimum	0
Maximum	1
Zeros	313
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0564332648
Coefficient of variation (CV)	17.72004515
Kurtosis	314
Mean	0.003184713376
Median Absolute Deviation (MAD)	0
Skewness	17.72004515
Sum	1
Variance	0.003184713376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	313	99.7%
1	1	0.3%

Value	Count	Frequency (%)
1	1	0.3%
0	313	99.7%

writing
Real number (ℝ)

ZEROS

Distinct	2
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.006369426752

Minimum	0
Maximum	1
Zeros	312
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	4.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07968109654
Coefficient of variation (CV)	12.50993216
Kurtosis	154.4742973
Mean	0.006369426752
Median Absolute Deviation (MAD)	0
Skewness	12.46957919
Sum	2
Variance	0.006349077145
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	312	99.4%
1	2	0.6%

Value	Count	Frequency (%)
1	2	0.6%
0	312	99.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Close Punctuation

Open Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Dash Punctuation

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common